Self-supervised Graph Learning for Recommendation |
Jiancan Wu, Xiang Wang, Fuli Feng, Xiangnan He, Liang Chen, Jianxun Lian, Xing Xie |
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code |
162 |
Sequential Recommendation with Graph Neural Networks |
Jianxin Chang, Chen Gao, Yu Zheng, Yiqun Hui, Yanan Niu, Yang Song, Depeng Jin, Yong Li |
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code |
66 |
Causal Intervention for Leveraging Popularity Bias in Recommendation |
Yang Zhang, Fuli Feng, Xiangnan He, Tianxin Wei, Chonggang Song, Guohui Ling, Yongdong Zhang |
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code |
65 |
Clicks can be Cheating: Counterfactual Recommendation for Mitigating Clickbait Issue |
Wenjie Wang, Fuli Feng, Xiangnan He, Hanwang Zhang, TatSeng Chua |
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code |
53 |
Pyserini: A Python Toolkit for Reproducible Information Retrieval Research with Sparse and Dense Representations |
Jimmy Lin, Xueguang Ma, ShengChieh Lin, JhengHong Yang, Ronak Pradeep, Rodrigo Frassetto Nogueira |
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code |
44 |
Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware Sampling |
Sebastian Hofstätter, ShengChieh Lin, JhengHong Yang, Jimmy Lin, Allan Hanbury |
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code |
44 |
Deconfounded Video Moment Retrieval with Causal Intervention |
Xun Yang, Fuli Feng, Wei Ji, Meng Wang, TatSeng Chua |
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code |
42 |
AutoDebias: Learning to Debias for Recommendation |
Jiawei Chen, Hande Dong, Yang Qiu, Xiangnan He, Xin Xin, Liang Chen, Guli Lin, Keping Yang |
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code |
38 |
The World is Binary: Contrastive Learning for Denoising Next Basket Recommendation |
Yuqi Qin, Pengfei Wang, Chenliang Li |
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code |
37 |
CauseRec: Counterfactual User Sequence Synthesis for Sequential Recommendation |
Shengyu Zhang, Dong Yao, Zhou Zhao, TatSeng Chua, Fei Wu |
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code |
35 |
Optimizing Dense Retrieval Model Training with Hard Negatives |
Jingtao Zhan, Jiaxin Mao, Yiqun Liu, Jiafeng Guo, Min Zhang, Shaoping Ma |
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code |
35 |
User Preference-aware Fake News Detection |
Yingtong Dou, Kai Shu, Congying Xia, Philip S. Yu, Lichao Sun |
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code |
35 |
SPLADE: Sparse Lexical and Expansion Model for First Stage Ranking |
Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant |
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code |
34 |
Graph Meta Network for Multi-Behavior Recommendation |
Lianghao Xia, Yong Xu, Chao Huang, Peng Dai, Liefeng Bo |
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code |
31 |
Counterfactual Data-Augmented Sequential Recommendation |
Zhenlei Wang, Jingsen Zhang, Hongteng Xu, Xu Chen, Yongfeng Zhang, Wayne Xin Zhao, JiRong Wen |
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code |
30 |
Temporal Knowledge Graph Reasoning Based on Evolutional Representation Learning |
Zixuan Li, Xiaolong Jin, Wei Li, Saiping Guan, Jiafeng Guo, Huawei Shen, Yuanzhuo Wang, Xueqi Cheng |
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code |
29 |
ConsisRec: Enhancing GNN for Social Recommendation via Consistent Neighbor Aggregation |
Liangwei Yang, Zhiwei Liu, Yingtong Dou, Jing Ma, Philip S. Yu |
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code |
28 |
Dynamic Modality Interaction Modeling for Image-Text Retrieval |
Leigang Qu, Meng Liu, Jianlong Wu, Zan Gao, Liqiang Nie |
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code |
26 |
Learning Passage Impacts for Inverted Indexes |
Antonio Mallia, Omar Khattab, Torsten Suel, Nicola Tonellotto |
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code |
24 |
Simplified Data Wrangling with ir_datasets |
Sean MacAvaney, Andrew Yates, Sergey Feldman, Doug Downey, Arman Cohan, Nazli Goharian |
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code |
24 |
Augmenting Sequential Recommendation with Pseudo-Prior Items via Reversely Pre-training Transformer |
Zhiwei Liu, Ziwei Fan, Yu Wang, Philip S. Yu |
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code |
23 |
Decoupling Representation Learning and Classification for GNN-based Anomaly Detection |
Yanling Wang, Jing Zhang, Shasha Guo, Hongzhi Yin, Cuiping Li, Hong Chen |
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code |
23 |
Category-aware Collaborative Sequential Recommendation |
Renqin Cai, Jibang Wu, Aidan San, Chong Wang, Hongning Wang |
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code |
22 |
Elliot: A Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation |
Vito Walter Anelli, Alejandro Bellogín, Antonio Ferrara, Daniele Malitesta, Felice Antonio Merra, Claudio Pomo, Francesco Maria Donini, Tommaso Di Noia |
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code |
22 |
Hierarchical Multi-modal Contextual Attention Network for Fake News Detection |
Shengsheng Qian, Jinguang Wang, Jun Hu, Quan Fang, Changsheng Xu |
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code |
22 |
Self-Supervised Contrastive Learning for Code Retrieval and Summarization via Semantic-Preserving Transformations |
Nghi D. Q. Bui, Yijun Yu, Lingxiao Jiang |
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code |
21 |
Transfer-Meta Framework for Cross-domain Recommendation to Cold-Start Users |
Yongchun Zhu, Kaikai Ge, Fuzhen Zhuang, Ruobing Xie, Dongbo Xi, Xu Zhang, Leyu Lin, Qing He |
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code |
20 |
Should Graph Convolution Trust Neighbors? A Simple Causal Inference Method |
Fuli Feng, Weiran Huang, Xiangnan He, Xin Xin, Qifan Wang, TatSeng Chua |
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code |
20 |
Heterogeneous Attention Network for Effective and Efficient Cross-modal Retrieval |
Tan Yu, Yi Yang, Yi Li, Lin Liu, Hongliang Fei, Ping Li |
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code |
19 |
WIT: Wikipedia-based Image Text Dataset for Multimodal Multilingual Machine Learning |
Krishna Srinivasan, Karthik Raman, Jiecao Chen, Michael Bendersky, Marc Najork |
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code |
19 |
Personalized News Recommendation with Knowledge-aware Interactive Matching |
Tao Qi, Fangzhao Wu, Chuhan Wu, Yongfeng Huang |
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code |
18 |
Sequential Recommendation for Cold-start Users with Meta Transitional Learning |
Jianling Wang, Kaize Ding, James Caverlee |
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code |
18 |
Societal Biases in Retrieved Contents: Measurement Framework and Adversarial Mitigation of BERT Rankers |
Navid Rekabsaz, Simone Kopeinik, Markus Schedl |
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code |
18 |
Dual Attention Transfer in Session-based Recommendation with Multi-dimensional Integration |
Chen Chen, Jie Guo, Bin Song |
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code |
18 |
Enhanced Graph Learning for Collaborative Filtering via Mutual Information Maximization |
Yonghui Yang, Le Wu, Richang Hong, Kun Zhang, Meng Wang |
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code |
18 |
Learning to Warm Up Cold Item Embeddings for Cold-start Recommendation with Meta Scaling and Shifting Networks |
Yongchun Zhu, Ruobing Xie, Fuzhen Zhuang, Kaikai Ge, Ying Sun, Xu Zhang, Leyu Lin, Juan Cao |
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code |
17 |
GemNN: Gating-enhanced Multi-task Neural Networks with Feature Interaction Learning for CTR Prediction |
Hongliang Fei, Jingyuan Zhang, Xingxuan Zhou, Junhao Zhao, Xinyang Qi, Ping Li |
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code |
17 |
Towards Personalized Fairness based on Causal Notion |
Yunqi Li, Hanxiong Chen, Shuyuan Xu, Yingqiang Ge, Yongfeng Zhang |
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code |
17 |
Lighter and Better: Low-Rank Decomposed Self-Attention Networks for Next-Item Recommendation |
Xinyan Fan, Zheng Liu, Jianxun Lian, Wayne Xin Zhao, Xing Xie, JiRong Wen |
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code |
16 |
TFROM: A Two-sided Fairness-Aware Recommendation Model for Both Customers and Providers |
Yao Wu, Jian Cao, Guandong Xu, Yudong Tan |
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code |
16 |
Unified Conversational Recommendation Policy Learning via Graph-based Reinforcement Learning |
Yang Deng, Yaliang Li, Fei Sun, Bolin Ding, Wai Lam |
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code |
15 |
Bootstrapping User and Item Representations for One-Class Collaborative Filtering |
Dongha Lee, SeongKu Kang, Hyunjun Ju, Chanyoung Park, Hwanjo Yu |
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code |
15 |
Temporal Augmented Graph Neural Networks for Session-Based Recommendations |
Huachi Zhou, Qiaoyu Tan, Xiao Huang, Kaixiong Zhou, Xiaoling Wang |
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code |
15 |
Computationally Efficient Optimization of Plackett-Luce Ranking Models for Relevance and Fairness |
Harrie Oosterhuis |
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code |
14 |
TILDE: Term Independent Likelihood moDEl for Passage Re-ranking |
Shengyao Zhuang, Guido Zuccon |
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code |
14 |
MS MARCO: Benchmarking Ranking Models in the Large-Data Regime |
Nick Craswell, Bhaskar Mitra, Emine Yilmaz, Daniel Campos, Jimmy Lin |
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code |
14 |
Social Recommendation with Implicit Social Influence |
Changhao Song, Bo Wang, Qinxue Jiang, Yehua Zhang, Ruifang He, Yuexian Hou |
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code |
14 |
One Person, One Model, One World: Learning Continual User Representation without Forgetting |
Fajie Yuan, Guoxiao Zhang, Alexandros Karatzoglou, Joemon M. Jose, Beibei Kong, Yudong Li |
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code |
14 |
Few-Shot Conversational Dense Retrieval |
Shi Yu, Zhenghao Liu, Chenyan Xiong, Tao Feng, Zhiyuan Liu |
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code |
13 |
A Graph-Enhanced Click Model for Web Search |
Jianghao Lin, Weiwen Liu, Xinyi Dai, Weinan Zhang, Shuai Li, Ruiming Tang, Xiuqiang He, Jianye Hao, Yong Yu |
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code |
13 |
TripClick: The Log Files of a Large Health Web Search Engine |
Navid Rekabsaz, Oleg Lesota, Markus Schedl, Jon Brassey, Carsten Eickhoff |
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code |
13 |
Intra-Document Cascading: Learning to Select Passages for Neural Document Ranking |
Sebastian Hofstätter, Bhaskar Mitra, Hamed Zamani, Nick Craswell, Allan Hanbury |
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code |
13 |
Structured Graph Convolutional Networks with Stochastic Masks for Recommender Systems |
Huiyuan Chen, Lan Wang, Yusan Lin, ChinChia Michael Yeh, Fei Wang, Hao Yang |
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code |
13 |
Video Corpus Moment Retrieval with Contrastive Learning |
Hao Zhang, Aixin Sun, Wei Jing, Guoshun Nan, Liangli Zhen, Joey Tianyi Zhou, Rick Siow Mong Goh |
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code |
13 |
B-PROP: Bootstrapped Pre-training with Representative Words Prediction for Ad-hoc Retrieval |
Xinyu Ma, Jiafeng Guo, Ruqing Zhang, Yixing Fan, Yingyan Li, Xueqi Cheng |
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code |
13 |
Comprehensive Linguistic-Visual Composition Network for Image Retrieval |
Haokun Wen, Xuemeng Song, Xin Yang, Yibing Zhan, Liqiang Nie |
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code |
13 |
Towards Multi-Modal Conversational Information Seeking |
Yashar Deldjoo, Johanne R. Trippas, Hamed Zamani |
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code |
13 |
Tracing Knowledge State with Individual Cognition and Acquisition Estimation |
Ting Long, Yunfei Liu, Jian Shen, Weinan Zhang, Yong Yu |
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code |
13 |
Learning to Ask Appropriate Questions in Conversational Recommendation |
Xuhui Ren, Hongzhi Yin, Tong Chen, Hao Wang, Zi Huang, Kai Zheng |
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code |
12 |
Hierarchical Cross-Modal Graph Consistency Learning for Video-Text Retrieval |
Weike Jin, Zhou Zhao, Pengcheng Zhang, Jieming Zhu, Xiuqiang He, Yueting Zhuang |
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code |
12 |
DepressionNet: Learning Multi-modalities with User Post Summarization for Depression Detection on Social Media |
Hamad Zogan, Imran Razzak, Shoaib Jameel, Guandong Xu |
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code |
12 |
RCD: Relation Map Driven Cognitive Diagnosis for Intelligent Education Systems |
Weibo Gao, Qi Liu, Zhenya Huang, Yu Yin, Haoyang Bi, MuChun Wang, Jianhui Ma, Shijin Wang, Yu Su |
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code |
12 |
Rumor Detection on Social Media with Event Augmentations |
Zhenyu He, Ce Li, Fan Zhou, Yi Yang |
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code |
12 |
Group based Personalized Search by Integrating Search Behaviour and Friend Network |
Yujia Zhou, Zhicheng Dou, Bingzheng Wei, Ruobing Xie, JiRong Wen |
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code |
11 |
Policy-Gradient Training of Fair and Unbiased Ranking Functions |
Himank Yadav, Zhengxiao Du, Thorsten Joachims |
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code |
11 |
Tutorial on Fairness of Machine Learning in Recommender Systems |
Yunqi Li, Yingqiang Ge, Yongfeng Zhang |
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code |
11 |
A Study of Defensive Methods to Protect Visual Recommendation Against Adversarial Manipulation of Images |
Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Daniele Malitesta, Felice Antonio Merra |
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code |
11 |
Empowering News Recommendation with Pre-trained Language Models |
Chuhan Wu, Fangzhao Wu, Tao Qi, Yongfeng Huang |
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code |
11 |
Graph Pooling via Coarsened Graph Infomax |
Yunsheng Pang, Yunxiang Zhao, Dongsheng Li |
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code |
11 |
TREC Deep Learning Track: Reusable Test Collections in the Large Data Regime |
Nick Craswell, Bhaskar Mitra, Emine Yilmaz, Daniel Campos, Ellen M. Voorhees, Ian Soboroff |
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code |
11 |
This Is Not What We Ordered: Exploring Why Biased Search Result Rankings Affect User Attitudes on Debated Topics |
Tim Draws, Nava Tintarev, Ujwal Gadiraju, Alessandro Bozzon, Benjamin Timmermans |
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code |
10 |
Neural Graph Matching based Collaborative Filtering |
Yixin Su, Rui Zhang, Sarah M. Erfani, Junhao Gan |
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code |
10 |
HOOPS: Human-in-the-Loop Graph Reasoning for Conversational Recommendation |
Zuohui Fu, Yikun Xian, Yaxin Zhu, Shuyuan Xu, Zelong Li, Gerard de Melo, Yongfeng Zhang |
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code |
10 |
Counterfactual Reward Modification for Streaming Recommendation with Delayed Feedback |
Xiao Zhang, Haonan Jia, Hanjing Su, Wenhan Wang, Jun Xu, JiRong Wen |
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code |
10 |
Variational Autoencoders for Top-K Recommendation with Implicit Feedback |
Bahare Askari, Jaroslaw Szlichta, Amirali SalehiAbari |
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code |
10 |
Unsupervised Proxy Selection for Session-based Recommender Systems |
Junsu Cho, SeongKu Kang, Dongmin Hyun, Hwanjo Yu |
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code |
10 |
GilBERT: Generative Vision-Language Pre-Training for Image-Text Retrieval |
Weixiang Hong, Kaixiang Ji, Jiajia Liu, Jian Wang, Jingdong Chen, Wei Chu |
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code |
10 |
MSSM: A Multiple-level Sparse Sharing Model for Efficient Multi-Task Learning |
Ke Ding, Xin Dong, Yong He, Lei Cheng, Chilin Fu, Zhaoxin Huan, Hai Li, Tan Yan, Liang Zhang, Xiaolu Zhang, Linjian Mo |
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code |
10 |
Semi-Supervised Variational Reasoning for Medical Dialogue Generation |
Dongdong Li, Zhaochun Ren, Pengjie Ren, Zhumin Chen, Miao Fan, Jun Ma, Maarten de Rijke |
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code |
10 |
Meta-Inductive Node Classification across Graphs |
Zhihao Wen, Yuan Fang, Zemin Liu |
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code |
10 |
How Deep is your Learning: the DL-HARD Annotated Deep Learning Dataset |
Iain Mackie, Jeffrey Dalton, Andrew Yates |
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code |
10 |
Learning Graph Meta Embeddings for Cold-Start Ads in Click-Through Rate Prediction |
Wentao Ouyang, Xiuwu Zhang, Shukui Ren, Li Li, Kun Zhang, Jinmei Luo, Zhaojie Liu, Yanlong Du |
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code |
9 |
Comparison-based Conversational Recommender System with Relative Bandit Feedback |
Zhihui Xie, Tong Yu, Canzhe Zhao, Shuai Li |
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code |
9 |
On the Orthogonality of Bias and Utility in Ad hoc Retrieval |
Amin Bigdeli, Negar Arabzadeh, Shirin Seyedsalehi, Morteza Zihayat, Ebrahim Bagheri |
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code |
9 |
Joint Knowledge Pruning and Recurrent Graph Convolution for News Recommendation |
Yu Tian, Yuhao Yang, Xudong Ren, Pengfei Wang, Fangzhao Wu, Qian Wang, Chenliang Li |
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code |
9 |
Initiative-Aware Self-Supervised Learning for Knowledge-Grounded Conversations |
Chuan Meng, Pengjie Ren, Zhumin Chen, Zhaochun Ren, Tengxiao Xi, Maarten de Rijke |
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code |
9 |
Relational Learning with Gated and Attentive Neighbor Aggregator for Few-Shot Knowledge Graph Completion |
Guanglin Niu, Yang Li, Chengguang Tang, Ruiying Geng, Jian Dai, Qiao Liu, Hao Wang, Jian Sun, Fei Huang, Luo Si |
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code |
9 |
Set2setRank: Collaborative Set to Set Ranking for Implicit Feedback based Recommendation |
Lei Chen, Le Wu, Kun Zhang, Richang Hong, Meng Wang |
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code |
8 |
Deep User Match Network for Click-Through Rate Prediction |
Zai Huang, Mingyuan Tao, Bufeng Zhang |
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code |
8 |
AMM: Attentive Multi-field Matching for News Recommendation |
Qi Zhang, Qinglin Jia, Chuyuan Wang, Jingjie Li, Zhaowei Wang, Xiuqiang He |
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code |
8 |
Fairness among New Items in Cold Start Recommender Systems |
Ziwei Zhu, Jingu Kim, Trung Nguyen, Aish Fenton, James Caverlee |
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code |
8 |
One Chatbot Per Person: Creating Personalized Chatbots based on Implicit User Profiles |
Zhengyi Ma, Zhicheng Dou, Yutao Zhu, Hanxun Zhong, JiRong Wen |
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code |
8 |
Pchatbot: A Large-Scale Dataset for Personalized Chatbot |
Hongjin Qian, Xiaohe Li, Hanxun Zhong, Yu Guo, Yueyuan Ma, Yutao Zhu, Zhanliang Liu, Zhicheng Dou, JiRong Wen |
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code |
8 |
Entity Retrieval Using Fine-Grained Entity Aspects |
Shubham Chatterjee, Laura Dietz |
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code |
8 |
The Winner Takes it All: Geographic Imbalance and Provider (Un)fairness in Educational Recommender Systems |
Elizabeth Gómez, Carlos Shui Zhang, Ludovico Boratto, Maria Salamó, Mirko Marras |
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code |
8 |
A Systematic Evaluation of Transfer Learning and Pseudo-labeling with BERT-based Ranking Models |
Iurii Mokrii, Leonid Boytsov, Pavel Braslavski |
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code |
8 |
GraphPAS: Parallel Architecture Search for Graph Neural Networks |
Jiamin Chen, Jianliang Gao, Yibo Chen, Moctard Babatounde Oloulade, Tengfei Lyu, Zhao Li |
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code |
8 |
NeurJudge: A Circumstance-aware Neural Framework for Legal Judgment Prediction |
Linan Yue, Qi Liu, Binbin Jin, Han Wu, Kai Zhang, Yanqing An, Mingyue Cheng, Biao Yin, Dayong Wu |
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code |
8 |
Current Challenges and Future Directions in Podcast Information Access |
Rosie Jones, Hamed Zamani, Markus Schedl, ChingWei Chen, Sravana Reddy, Ann Clifton, Jussi Karlgren, Helia Hashemi, Aasish Pappu, Zahra Nazari, Longqi Yang, Oguz Semerci, Hugues Bouchard, Ben Carterette |
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code |
8 |
A Multilingual Dataset for Named Entity Recognition, Entity Linking and Stance Detection in Historical Newspapers |
Ahmed Hamdi, Elvys Linhares Pontes, Emanuela Boros, Thi Tuyet Hai Nguyen, Günter Hackl, José G. Moreno, Antoine Doucet |
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code |
8 |
CopyCat: Near-Duplicates Within and Between the ClueWeb and the Common Crawl |
Maik Fröbe, Janek Bevendorff, Lukas Gienapp, Michael Völske, Benno Stein, Martin Potthast, Matthias Hagen |
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code |
8 |
Enhanced Doubly Robust Learning for Debiasing Post-Click Conversion Rate Estimation |
Siyuan Guo, Lixin Zou, Yiding Liu, Wenwen Ye, Suqi Cheng, Shuaiqiang Wang, Hechang Chen, Dawei Yin, Yi Chang |
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code |
7 |
Learning a Fine-Grained Review-based Transformer Model for Personalized Product Search |
Keping Bi, Qingyao Ai, W. Bruce Croft |
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code |
7 |
Conversational Fashion Image Retrieval via Multiturn Natural Language Feedback |
Yifei Yuan, Wai Lam |
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code |
7 |
StackRec: Efficient Training of Very Deep Sequential Recommender Models by Iterative Stacking |
Jiachun Wang, Fajie Yuan, Jian Chen, Qingyao Wu, Min Yang, Yang Sun, Guoxiao Zhang |
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code |
7 |
Wizard of Search Engine: Access to Information Through Conversations with Search Engines |
Pengjie Ren, Zhongkun Liu, Xiaomeng Song, Hongtao Tian, Zhumin Chen, Zhaochun Ren, Maarten de Rijke |
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code |
7 |
ScaleFreeCTR: MixCache-based Distributed Training System for CTR Models with Huge Embedding Table |
Huifeng Guo, Wei Guo, Yong Gao, Ruiming Tang, Xiuqiang He, Wenzhi Liu |
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code |
7 |
Learning Robust Dense Retrieval Models from Incomplete Relevance Labels |
Prafull Prakash, Julian Killingback, Hamed Zamani |
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code |
7 |
Enhancing Domain-Level and User-Level Adaptivity in Diversified Recommendation |
Yile Liang, Tieyun Qian, Qing Li, Hongzhi Yin |
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code |
7 |
Investigating User Behavior in Legal Case Retrieval |
Yunqiu Shao, Yueyue Wu, Yiqun Liu, Jiaxin Mao, Min Zhang, Shaoping Ma |
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code |
7 |
DEKR: Description Enhanced Knowledge Graph for Machine Learning Method Recommendation |
Xianshuai Cao, Yuliang Shi, Han Yu, Jihu Wang, Xinjun Wang, Zhongmin Yan, Zhiyong Chen |
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code |
7 |
Answering Any-hop Open-domain Questions with Iterative Document Reranking |
Yuyu Zhang, Ping Nie, Arun Ramamurthy, Le Song |
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code |
7 |
Learning Recommender Systems with Implicit Feedback via Soft Target Enhancement |
Mingyue Cheng, Fajie Yuan, Qi Liu, Shenyang Ge, Zhi Li, Runlong Yu, Defu Lian, Senchao Yuan, Enhong Chen |
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code |
7 |
Modeling Intent Graph for Search Result Diversification |
Zhan Su, Zhicheng Dou, Yutao Zhu, Xubo Qin, JiRong Wen |
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code |
7 |
Supporting Metacognition during Exploratory Search with the OrgBox |
Anita Crescenzi, Austin R. Ward, Yuan Li, Rob Capra |
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code |
7 |
Reinforcement Learning from Reformulations in Conversational Question Answering over Knowledge Graphs |
Magdalena Kaiser, Rishiraj Saha Roy, Gerhard Weikum |
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code |
7 |
On Interpretation and Measurement of Soft Attributes for Recommendation |
Krisztian Balog, Filip Radlinski, Alexandros Karatzoglou |
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code |
7 |
PAN: Prototype-based Adaptive Network for Robust Cross-modal Retrieval |
Zhixiong Zeng, Shuai Wang, Nan Xu, Wenji Mao |
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code |
7 |
RMBERT: News Recommendation via Recurrent Reasoning Memory Network over BERT |
Qinglin Jia, Jingjie Li, Qi Zhang, Xiuqiang He, Jieming Zhu |
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code |
7 |
Vera: Prediction Techniques for Reducing Harmful Misinformation in Consumer Health Search |
Ronak Pradeep, Xueguang Ma, Rodrigo Frassetto Nogueira, Jimmy Lin |
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code |
7 |
Generalized Zero-shot Intent Detection via Commonsense Knowledge |
A. B. Siddique, Fuad T. Jamour, Luxun Xu, Vagelis Hristidis |
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code |
7 |
Towards an Online Empathetic Chatbot with Emotion Causes |
Yanran Li, Ke Li, Hongke Ning, Xiaoqiang Xia, Yalong Guo, Chen Wei, Jianwei Cui, Bin Wang |
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code |
7 |
WGCN: Graph Convolutional Networks with Weighted Structural Features |
Yunxiang Zhao, Jianzhong Qi, Qingwei Liu, Rui Zhang |
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code |
7 |
Legal Judgment Prediction via Relational Learning |
Qian Dong, Shuzi Niu |
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code |
7 |
Iterative Network Pruning with Uncertainty Regularization for Lifelong Sentiment Classification |
Binzong Geng, Min Yang, Fajie Yuan, Shupeng Wang, Xiang Ao, Ruifeng Xu |
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code |
7 |
SDG: A Simplified and Dynamic Graph Neural Network |
Dongqi Fu, Jingrui He |
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code |
7 |
Conversational vs Traditional: Comparing Search Behavior and Outcome in Legal Case Retrieval |
Bulou Liu, Yueyue Wu, Yiqun Liu, Fan Zhang, Yunqiu Shao, Chenliang Li, Min Zhang, Shaoping Ma |
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code |
6 |
Cross-Batch Negative Sampling for Training Two-Tower Recommenders |
Jinpeng Wang, Jieming Zhu, Xiuqiang He |
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6 |
MMConv: An Environment for Multimodal Conversational Search across Multiple Domains |
Lizi Liao, Le Hong Long, Zheng Zhang, Minlie Huang, TatSeng Chua |
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code |
6 |
Joint Learning of Deep Retrieval Model and Product Quantization based Embedding Index |
Han Zhang, Hongwei Shen, Yiming Qiu, Yunjiang Jiang, Songlin Wang, Sulong Xu, Yun Xiao, Bo Long, WenYun Yang |
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code |
6 |
Hierarchically Modeling Micro and Macro Behaviors via Multi-Task Learning for Conversion Rate Prediction |
Hong Wen, Jing Zhang, Fuyu Lv, Wentian Bao, Tianyi Wang, Zulong Chen |
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code |
6 |
FedCT: Federated Collaborative Transfer for Recommendation |
Shuchang Liu, Shuyuan Xu, Wenhui Yu, Zuohui Fu, Yongfeng Zhang, Amélie Marian |
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code |
6 |
KeyBLD: Selecting Key Blocks with Local Pre-ranking for Long Document Information Retrieval |
Minghan Li, Éric Gaussier |
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code |
6 |
EXTRA: Explanation Ranking Datasets for Explainable Recommendation |
Lei Li, Yongfeng Zhang, Li Chen |
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code |
6 |
FORM: Follow the Online Regularized Meta-Leader for Cold-Start Recommendation |
Xuehan Sun, Tianyao Shi, Xiaofeng Gao, Yanrong Kang, Guihai Chen |
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code |
6 |
Mitigating Sentiment Bias for Recommender Systems |
Chen Lin, Xinyi Liu, Guipeng Xv, Hui Li |
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code |
6 |
Addressing Bias and Fairness in Search Systems |
Ruoyuan Gao, Chirag Shah |
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code |
6 |
UGRec: Modeling Directed and Undirected Relations for Recommendation |
Xinxiao Zhao, Zhiyong Cheng, Lei Zhu, Jiecai Zheng, Xueqing Li |
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code |
6 |
Hybrid Learning to Rank for Financial Event Ranking |
Fuli Feng, Moxin Li, Cheng Luo, Ritchie Ng, TatSeng Chua |
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code |
6 |
When Fair Ranking Meets Uncertain Inference |
Avijit Ghosh, Ritam Dutt, Christo Wilson |
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code |
6 |
Improving Video Retrieval by Adaptive Margin |
Feng He, Qi Wang, Zhifan Feng, Wenbin Jiang, Yajuan Lü, Yong Zhu, Xiao Tan |
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code |
6 |
Counterfactual Explanations for Neural Recommenders |
Khanh Hiep Tran, Azin Ghazimatin, Rishiraj Saha Roy |
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code |
6 |
LeCaRD: A Legal Case Retrieval Dataset for Chinese Law System |
Yixiao Ma, Yunqiu Shao, Yueyue Wu, Yiqun Liu, Ruizhe Zhang, Min Zhang, Shaoping Ma |
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code |
6 |
DyDiff-VAE: A Dynamic Variational Framework for Information Diffusion Prediction |
Ruijie Wang, Zijie Huang, Shengzhong Liu, Huajie Shao, Dongxin Liu, Jinyang Li, Tianshi Wang, Dachun Sun, Shuochao Yao, Tarek F. Abdelzaher |
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code |
6 |
xLightFM: Extremely Memory-Efficient Factorization Machine |
Gangwei Jiang, Hao Wang, Jin Chen, Haoyu Wang, Defu Lian, Enhong Chen |
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code |
6 |
Predicting Patient Readmission Risk from Medical Text via Knowledge Graph Enhanced Multiview Graph Convolution |
Qiuhao Lu, Thien Huu Nguyen, Dejing Dou |
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code |
6 |
MetaP: Meta Pattern Learning for One-Shot Knowledge Graph Completion |
Zhiyi Jiang, Jianliang Gao, Xinqi Lv |
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code |
6 |
AdsGNN: Behavior-Graph Augmented Relevance Modeling in Sponsored Search |
Chaozhuo Li, Bochen Pang, Yuming Liu, Hao Sun, Zheng Liu, Xing Xie, Tianqi Yang, Yanling Cui, Liangjie Zhang, Qi Zhang |
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code |
5 |
Entangled Bidirectional Encoder to Autoregressive Decoder for Sequential Recommendation |
Taegwan Kang, Hwanhee Lee, Byeongjin Choe, Kyomin Jung |
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code |
5 |
Learning to Rank for Mathematical Formula Retrieval |
Behrooz Mansouri, Richard Zanibbi, Douglas W. Oard |
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code |
5 |
RLNF: Reinforcement Learning based Noise Filtering for Click-Through Rate Prediction |
Pu Zhao, Chuan Luo, Cheng Zhou, Bo Qiao, Jiale He, Liangjie Zhang, Qingwei Lin |
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code |
5 |
ReadsRE: Retrieval-Augmented Distantly Supervised Relation Extraction |
Yue Zhang, Hongliang Fei, Ping Li |
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code |
5 |
Cluster-Based Bandits: Fast Cold-Start for Recommender System New Users |
Sulthana Shams, Daron Anderson, Douglas J. Leith |
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code |
5 |
Understanding and Mitigating Bias in Online Health Search |
Anat Hashavit, Hongning Wang, Raz Lin, Tamar Stern, Sarit Kraus |
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code |
5 |
Binary Neural Network Hashing for Image Retrieval |
Wanqian Zhang, Dayan Wu, Yu Zhou, Bo Li, Weiping Wang, Dan Meng |
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code |
5 |
Fight Fire with Fire: Towards Robust Recommender Systems via Adversarial Poisoning Training |
Chenwang Wu, Defu Lian, Yong Ge, Zhihao Zhu, Enhong Chen, Senchao Yuan |
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code |
5 |
Retrieving Complex Tables with Multi-Granular Graph Representation Learning |
Fei Wang, Kexuan Sun, Muhao Chen, Jay Pujara, Pedro A. Szekely |
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code |
5 |
Deep Position-wise Interaction Network for CTR Prediction |
Jianqiang Huang, Ke Hu, Qingtao Tang, Mingjian Chen, Yi Qi, Jia Cheng, Jun Lei |
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code |
5 |
Proactive Retrieval-based Chatbots based on Relevant Knowledge and Goals |
Yutao Zhu, JianYun Nie, Kun Zhou, Pan Du, Hao Jiang, Zhicheng Dou |
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code |
5 |
Conversational Entity Linking: Problem Definition and Datasets |
Hideaki Joko, Faegheh Hasibi, Krisztian Balog, Arjen P. de Vries |
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code |
5 |
Decoupling Representation and Regressor for Long-Tailed Information Cascade Prediction |
Fan Zhou, Liu Yu, Xovee Xu, Goce Trajcevski |
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code |
5 |
Clustering-Based Online News Topic Detection and Tracking Through Hierarchical Bayesian Nonparametric Models |
Wentao Fan, Zhiyan Guo, Nizar Bouguila, Wenjuan Hou |
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code |
5 |
Simulating User Satisfaction for the Evaluation of Task-oriented Dialogue Systems |
Weiwei Sun, Shuo Zhang, Krisztian Balog, Zhaochun Ren, Pengjie Ren, Zhumin Chen, Maarten de Rijke |
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code |
5 |
Summarize Dates First: A Paradigm Shift in Timeline Summarization |
Moreno La Quatra, Luca Cagliero, Elena Baralis, Alberto Messina, Maurizio Montagnuolo |
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code |
5 |
Learning Discriminative Neural Representations for Event Detection |
Jinzhi Liao, Xiang Zhao, Xinyi Li, Lingling Zhang, Jiuyang Tang |
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code |
5 |
PTHash: Revisiting FCH Minimal Perfect Hashing |
Giulio Ermanno Pibiri, Roberto Trani |
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code |
5 |
Affective Dependency Graph for Sarcasm Detection |
Chenwei Lou, Bin Liang, Lin Gui, Yulan He, Yixue Dang, Ruifeng Xu |
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code |
5 |
Automated Graph Learning via Population Based Self-Tuning GCN |
Ronghang Zhu, Zhiqiang Tao, Yaliang Li, Sheng Li |
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code |
5 |
Targeted Attack and Defense for Deep Hashing |
Xunguang Wang, Zheng Zhang, Guangming Lu, Yong Xu |
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code |
5 |
An Image is Worth a Thousand Terms? Analysis of Visual E-Commerce Search |
Arnon Dagan, Ido Guy, Slava Novgorodov |
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code |
4 |
Look Before You Leap: Confirming Edge Signs in Random Walk with Restart for Personalized Node Ranking in Signed Networks |
Wonchang Lee, YeonChang Lee, Dongwon Lee, SangWook Kim |
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code |
4 |
Adapting Interactional Observation Embedding for Counterfactual Learning to Rank |
Mouxiang Chen, Chenghao Liu, Jianling Sun, Steven C. H. Hoi |
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code |
4 |
Not All Relevance Scores are Equal: Efficient Uncertainty and Calibration Modeling for Deep Retrieval Models |
Daniel Cohen, Bhaskar Mitra, Oleg Lesota, Navid Rekabsaz, Carsten Eickhoff |
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code |
4 |
DAIR: A Query-Efficient Decision-based Attack on Image Retrieval Systems |
Mingyang Chen, Junda Lu, Yi Wang, Jianbin Qin, Wei Wang |
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code |
4 |
A General Method For Automatic Discovery of Powerful Interactions In Click-Through Rate Prediction |
Ze Meng, Jinnian Zhang, Yumeng Li, Jiancheng Li, Tanchao Zhu, Lifeng Sun |
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code |
4 |
Motif-aware Sequential Recommendation |
Zeyu Cui, Yinjiang Cai, Shu Wu, Xibo Ma, Liang Wang |
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code |
4 |
How do Online Learning to Rank Methods Adapt to Changes of Intent? |
Shengyao Zhuang, Guido Zuccon |
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code |
4 |
Is Query Performance Prediction With Multiple Query Variations Harder Than Topic Performance Prediction? |
Oleg Zendel, J. Shane Culpepper, Falk Scholer |
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code |
4 |
DSGPT: Domain-Specific Generative Pre-Training of Transformers for Text Generation in E-commerce Title and Review Summarization |
Xueying Zhang, Yunjiang Jiang, Yue Shang, Zhaomeng Cheng, Chi Zhang, Xiaochuan Fan, Yun Xiao, Bo Long |
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code |
4 |
OrgBox: Supporting Cognitive and Metacognitive Activities During Exploratory Search |
Austin R. Ward, Robert Capra |
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code |
4 |
TIE: A Framework for Embedding-based Incremental Temporal Knowledge Graph Completion |
Jiapeng Wu, Yishi Xu, Yingxue Zhang, Chen Ma, Mark Coates, Jackie Chi Kit Cheung |
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code |
4 |
Conversations Powered by Cross-Lingual Knowledge |
Weiwei Sun, Chuan Meng, Qi Meng, Zhaochun Ren, Pengjie Ren, Zhumin Chen, Maarten de Rijke |
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code |
4 |
Towards a Better Tradeoff between Effectiveness and Efficiency in Pre-Ranking: A Learnable Feature Selection based Approach |
Xu Ma, Pengjie Wang, Hui Zhao, Shaoguo Liu, Chuhan Zhao, Wei Lin, KuangChih Lee, Jian Xu, Bo Zheng |
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code |
4 |
Advancements in the Music Information Retrieval Framework AMUSE over the Last Decade |
Igor Vatolkin, Philipp Ginsel, Günter Rudolph |
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code |
4 |
Select, Substitute, Search: A New Benchmark for Knowledge-Augmented Visual Question Answering |
Aman Jain, Mayank Kothyari, Vishwajeet Kumar, Preethi Jyothi, Ganesh Ramakrishnan, Soumen Chakrabarti |
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code |
4 |
Towards Trustworthiness in the Context of Explainable Search |
Sayantan Polley, Rashmi Raju Koparde, Akshaya Bindu Gowri, Maneendra Perera, Andreas Nürnberger |
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code |
4 |
YASBIL: Yet Another Search Behaviour (and) Interaction Logger |
Nilavra Bhattacharya, Jacek Gwizdka |
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code |
4 |
Event Occurrence Date Estimation based on Multivariate Time Series Analysis over Temporal Document Collections |
Jiexin Wang, Adam Jatowt, Masatoshi Yoshikawa |
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code |
4 |
Adversarial-Enhanced Hybrid Graph Network for User Identity Linkage |
Xiaolin Chen, Xuemeng Song, Guozhen Peng, Shanshan Feng, Liqiang Nie |
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code |
4 |
Multi-Type Textual Reasoning for Product-Aware Answer Generation |
Yue Feng, Zhaochun Ren, Weijie Zhao, Mingming Sun, Ping Li |
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code |
4 |
DOZEN: Cross-Domain Zero Shot Named Entity Recognition with Knowledge Graph |
Hoang Van Nguyen, Francesco Gelli, Soujanya Poria |
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code |
4 |
Improving Response Quality with Backward Reasoning in Open-domain Dialogue Systems |
Ziming Li, Julia Kiseleva, Maarten de Rijke |
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code |
4 |
Knowledge-based Review Generation by Coherence Enhanced Text Planning |
Junyi Li, Wayne Xin Zhao, Zhicheng Wei, Nicholas Jing Yuan, JiRong Wen |
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code |
4 |
Legal Judgment Prediction with Multi-Stage Case Representation Learning in the Real Court Setting |
Luyao Ma, Yating Zhang, Tianyi Wang, Xiaozhong Liu, Wei Ye, Changlong Sun, Shikun Zhang |
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code |
4 |
Glider: A Reinforcement Learning Approach to Extract UI Scripts from Websites |
Yuanchun Li, Oriana Riva |
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code |
4 |
Does BERT Pay Attention to Cyberbullying? |
Fatma Elsafoury, Stamos Katsigiannis, Steven R. Wilson, Naeem Ramzan |
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code |
4 |
Medical Triage Chatbot Diagnosis Improvement via Multi-relational Hyperbolic Graph Neural Network |
Zheng Liu, Xiaohan Li, Zeyu You, Tao Yang, Wei Fan, Philip S. Yu |
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code |
4 |
On the Privacy of Federated Pipelines |
Reza Nasirigerdeh, Reihaneh Torkzadehmahani, Jan Baumbach, David B. Blumenthal |
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code |
4 |
Inductive Representation Learning in Temporal Networks via Mining Neighborhood and Community Influences |
Meng Liu, Yong Liu |
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code |
4 |
Unsupervised Extractive Text Summarization with Distance-Augmented Sentence Graphs |
Jingzhou Liu, Dominic J. D. Hughes, Yiming Yang |
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code |
4 |
QuTI! Quantifying Text-Image Consistency in Multimodal Documents |
Matthias Springstein, Eric MüllerBudack, Ralph Ewerth |
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code |
4 |
ICAI-SR: Item Categorical Attribute Integrated Sequential Recommendation |
Xu Yuan, Dongsheng Duan, Lingling Tong, Lei Shi, Cheng Zhang |
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code |
3 |
Structured Fine-Tuning of Contextual Embeddings for Effective Biomedical Retrieval |
Alberto Ueda, Rodrygo L. T. Santos, Craig Macdonald, Iadh Ounis |
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code |
3 |
From Producer Success to Retention: A New Role of Search and Recommendation Systems on Marketplaces |
Viet HaThuc, Matthew Wood, Yunli Liu, Jagadeesan Sundaresan |
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code |
3 |
An Exploration of Tester-based Evaluation of User Simulators for Comparing Interactive Retrieval Systems |
Sahiti Labhishetty, Chengxiang Zhai |
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code |
3 |
Dual Unbiased Recommender Learning for Implicit Feedback |
Jaewoong Lee, Seongmin Park, Jongwuk Lee |
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code |
3 |
Follow the Prophet: Accurate Online Conversion Rate Prediction in the Face of Delayed Feedback |
Haoming Li, Feiyang Pan, Xiang Ao, Zhao Yang, Min Lu, Junwei Pan, Dapeng Liu, Lei Xiao, Qing He |
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code |
3 |
Interactive Information Retrieval with Bandit Feedback |
Huazheng Wang, Yiling Jia, Hongning Wang |
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code |
3 |
User-Centric Path Reasoning towards Explainable Recommendation |
ChangYou Tai, LiangYing Huang, ChienKun Huang, LunWei Ku |
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code |
3 |
Explicit Semantic Cross Feature Learning via Pre-trained Graph Neural Networks for CTR Prediction |
Feng Li, Bencheng Yan, Qingqing Long, Pengjie Wang, Wei Lin, Jian Xu, Bo Zheng |
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code |
3 |
Improving Bi-encoder Document Ranking Models with Two Rankers and Multi-teacher Distillation |
Jaekeol Choi, Euna Jung, Jangwon Suh, Wonjong Rhee |
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code |
3 |
ReXPlug: Explainable Recommendation using Plug-and-Play Language Model |
Deepesh V. Hada, Vijaikumar M, Shirish K. Shevade |
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code |
3 |
Answer Complex Questions: Path Ranker Is All You Need |
Xinyu Zhang, Ke Zhan, Enrui Hu, Chengzhen Fu, Lan Luo, Hao Jiang, Yantao Jia, Fan Yu, Zhicheng Dou, Zhao Cao, Lei Chen |
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code |
3 |
Privacy Protection in Deep Multi-modal Retrieval |
PengFei Zhang, Yang Li, Zi Huang, Hongzhi Yin |
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code |
3 |
DeepQAMVS: Query-Aware Hierarchical Pointer Networks for Multi-Video Summarization |
Safa Messaoud, Ismini Lourentzou, Assma Boughoula, Mona Zehni, Zhizhen Zhao, Chengxiang Zhai, Alexander G. Schwing |
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code |
3 |
Info-flow Enhanced GANs for Recommender |
Yuan Lin, Zhang Xie, Bo Xu, Kan Xu, Hongfei Lin |
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code |
3 |
Passage Retrieval for Outside-Knowledge Visual Question Answering |
Chen Qu, Hamed Zamani, Liu Yang, W. Bruce Croft, Erik G. LearnedMiller |
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code |
3 |
Revisiting the Tag Relevance Prediction Problem |
Denis Kotkov, Alexandr V. Maslov, Mats Neovius |
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code |
3 |
Cross Interaction Network for Natural Language Guided Video Moment Retrieval |
Xinli Yu, Mohsen Malmir, Xin He, Jiangning Chen, Tong Wang, Yue Wu, Yue Liu, Yang Liu |
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code |
3 |
Cross-Graph Attention Enhanced Multi-Modal Correlation Learning for Fine-Grained Image-Text Retrieval |
Yi He, Xin Liu, YiuMing Cheung, ShuJuan Peng, Jinhan Yi, Wentao Fan |
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code |
3 |
Knowledge Graph Embedding via Metagraph Learning |
Chanyoung Chung, Joyce Jiyoung Whang |
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code |
3 |
Significant Improvements over the State of the Art? A Case Study of the MS MARCO Document Ranking Leaderboard |
Jimmy Lin, Daniel Campos, Nick Craswell, Bhaskar Mitra, Emine Yilmaz |
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code |
3 |
A Test Collection for Ad-hoc Dataset Retrieval |
Makoto P. Kato, Hiroaki Ohshima, YingHsang Liu, Hsinliang Oliver Chen |
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code |
3 |
The Information Retrieval Anthology |
Martin Potthast, Sebastian Günther, Janek Bevendorff, Jan Philipp Bittner, Alexander Bondarenko, Maik Fröbe, Christian Kahmann, Andreas Niekler, Michael Völske, Benno Stein, Matthias Hagen |
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code |
3 |
Pretrained Transformers for Text Ranking: BERT and Beyond |
Andrew Yates, Rodrigo Frassetto Nogueira, Jimmy Lin |
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code |
3 |
Files of a Feather Flock Together? Measuring and Modeling How Users Perceive File Similarity in Cloud Storage |
Will Brackenbury, Galen Harrison, Kyle Chard, Aaron J. Elmore, Blase Ur |
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code |
3 |
LPF: A Language-Prior Feedback Objective Function for De-biased Visual Question Answering |
Zujie Liang, Haifeng Hu, Jiaying Zhu |
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code |
3 |
CIFDM: Continual and Interactive Feature Distillation for Multi-Label Stream Learning |
Yigong Wang, Zhuoyi Wang, Yu Lin, Latifur Khan, Dingcheng Li |
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code |
3 |
Restoring Healthy Online Discourse by Detecting and Reducing Controversy, Misinformation, and Toxicity Online |
Shiri DoriHacohen, Keen Sung, Jengyu Chou, Julian LustigGonzalez |
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code |
3 |
Automatic Form Filling with Form-BERT |
Gilad Fuchs, Haggai Roitman, Matan Mandelbrod |
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code |
3 |
Morphologically Annotated Amharic Text Corpora |
Tilahun Yeshambel, Josiane Mothe, Yaregal Assabie |
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code |
3 |
IR for Children 2000-2020: Where Are We Now? |
Theo Huibers, Monica Landoni, Emiliana Murgia, Maria Soledad Pera |
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code |
3 |
Path-based Deep Network for Candidate Item Matching in Recommenders |
Houyi Li, Zhihong Chen, Chenliang Li, Rong Xiao, Hongbo Deng, Peng Zhang, Yongchao Liu, Haihong Tang |
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code |
2 |
Improving Transformer-Kernel Ranking Model Using Conformer and Query Term Independence |
Bhaskar Mitra, Sebastian Hofstätter, Hamed Zamani, Nick Craswell |
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code |
2 |
Partner Matters! An Empirical Study on Fusing Personas for Personalized Response Selection in Retrieval-Based Chatbots |
JiaChen Gu, Hui Liu, ZhenHua Ling, Quan Liu, Zhigang Chen, Xiaodan Zhu |
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code |
2 |
Standing in Your Shoes: External Assessments for Personalized Recommender Systems |
Hongyu Lu, Weizhi Ma, Min Zhang, Maarten de Rijke, Yiqun Liu, Shaoping Ma |
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code |
2 |
Podcast Metadata and Content: Episode Relevance and Attractiveness in Ad Hoc Search |
Ben Carterette, Rosie Jones, Gareth J. F. Jones, Maria Eskevich, Sravana Reddy, Ann Clifton, Yongze Yu, Jussi Karlgren, Ian Soboroff |
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code |
2 |
OpenMatch: An Open Source Library for Neu-IR Research |
Zhenghao Liu, Kaitao Zhang, Chenyan Xiong, Zhiyuan Liu, Maosong Sun |
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code |
2 |
Learning Domain Semantics and Cross-Domain Correlations for Paper Recommendation |
Yi Xie, Yuqing Sun, Elisa Bertino |
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code |
2 |
Privileged Graph Distillation for Cold Start Recommendation |
Shuai Wang, Kun Zhang, Le Wu, Haiping Ma, Richang Hong, Meng Wang |
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code |
2 |
DiffIR: Exploring Differences in Ranking Models' Behavior |
Kevin Martin Jose, Thong Nguyen, Sean MacAvaney, Jeffrey Dalton, Andrew Yates |
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code |
2 |
AliMe Avatar: Multi-modal Content Production and Presentation for Live-streaming E-commerce |
FengLin Li, Zhongzhou Zhao, Qin Lu, Xuming Lin, Hehong Chen, Bo Chen, Liming Pu, Jiashuo Zhang, Fu Sun, Xikai Liu, Liqun Xie, Qi Huang, Ji Zhang, Haiqing Chen |
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code |
2 |
An ALBERT-based Similarity Measure for Mathematical Answer Retrieval |
Anja Reusch, Maik Thiele, Wolfgang Lehner |
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code |
2 |
Propensity-Independent Bias Recovery in Offline Learning-to-Rank Systems |
Zohreh Ovaisi, Kathryn Vasilaky, Elena Zheleva |
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code |
2 |
Accelerating Neural Architecture Search for Natural Language Processing with Knowledge Distillation and Earth Mover's Distance |
Jianquan Li, Xiaokang Liu, Sheng Zhang, Min Yang, Ruifeng Xu, Fengqing Qin |
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code |
2 |
LSTPR: Graph-based Matrix Factorization with Long Short-term Preference Ranking |
ChihHen Lee, JunEn Ding, ChihMing Chen, JingKai Lou, MingFeng Tsai, ChuanJu Wang |
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code |
2 |
Semantic Query Labeling Through Synthetic Query Generation |
Elias Bassani, Gabriella Pasi |
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code |
2 |
POINTREC: A Test Collection for Narrative-driven Point of Interest Recommendation |
Jafar Afzali, Aleksander Mark Drzewiecki, Krisztian Balog |
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code |
2 |
Privacy-Aware Remote Information Retrieval User Experiments Logging Tool |
Hanyu Li, Hongyu Lu, Songhao Huang, Weizhi Ma, Min Zhang, Yiqun Liu, Shaoping Ma |
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code |
2 |
Hybrid Fusion with Intra- and Cross-Modality Attention for Image-Recipe Retrieval |
Jiao Li, Xing Xu, Wei Yu, Fumin Shen, Zuo Cao, Kai Zuo, Heng Tao Shen |
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code |
2 |
PreSizE: Predicting Size in E-Commerce using Transformers |
Yotam Eshel, Or Levi, Haggai Roitman, Alexander Nus |
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code |
2 |
Package Recommendation with Intra- and Inter-Package Attention Networks |
Chen Li, Yuanfu Lu, Wei Wang, Chuan Shi, Ruobing Xie, Haili Yang, Cheng Yang, Xu Zhang, Leyu Lin |
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code |
2 |
Multi-Modal Supplementary-Complementary Summarization using Multi-Objective Optimization |
Anubhav Jangra, Sriparna Saha, Adam Jatowt, Mohammed Hasanuzzaman |
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code |
2 |
Do Affective Cues Validate Behavioural Metrics for Search? |
Daniel McDuff, Paul Thomas, Nick Craswell, Kael Rowan, Mary Czerwinski |
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code |
2 |
FedCMR: Federated Cross-Modal Retrieval |
Linlin Zong, Qiujie Xie, Jiahui Zhou, Peiran Wu, Xianchao Zhang, Bo Xu |
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code |
2 |
Text-to-Text Multi-view Learning for Passage Re-ranking |
JiaHuei Ju, JhengHong Yang, ChuanJu Wang |
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code |
2 |
Adapted Graph Reasoning and Filtration for Description-Image Retrieval |
Shiqian Chen, Zhiling Luo, Yingqi Gao, Wei Zhou, Chenliang Li, Haiqing Chen |
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Retrieving Skill-Based Teams from Collaboration Networks |
Radin Hamidi Rad, Ebrahim Bagheri, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta |
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Bayesian Critiquing with Keyphrase Activation Vectors for VAE-based Recommender Systems |
Hojin Yang, Tianshu Shen, Scott Sanner |
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Learning Early Exit Strategies for Additive Ranking Ensembles |
Francesco Busolin, Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Salvatore Trani |
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Understanding the Role of Affect Dimensions in Detecting Emotions from Tweets: A Multi-task Approach |
Rajdeep Mukherjee, Atharva Naik, Sriyash Poddar, Soham Dasgupta, Niloy Ganguly |
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WTR: A Test Collection for Web Table Retrieval |
Zhiyu Chen, Shuo Zhang, Brian D. Davison |
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2 |
Precision Medicine Search for Paediatric Oncology |
Bevan Koopman, Tracey Wright, Natacha Omer, Veronica McCabe, Guido Zuccon |
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code |
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Interactive Information Retrieval: Models, Algorithms, and Evaluation |
Chengxiang Zhai |
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Meta-Learned Specific Scenario Interest Network for User Preference Prediction |
Yinan Sun, Kang Yin, Hehuan Liu, Si Li, Yajing Xu, Jun Guo |
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CINES: Explore Citation Network and Event Sequences for Citation Forecasting |
Fang He, WangChien Lee, TaoYang Fu, Zhen Lei |
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How Powerful are Interest Diffusion on Purchasing Prediction: A Case Study of Taocode |
Xuanwen Huang, Yang Yang, Ziqiang Cheng, Shen Fan, Zhongyao Wang, Juren Li, Jun Zhang, Jingmin Chen |
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Leveraging Lead Bias for Zero-shot Abstractive News Summarization |
Chenguang Zhu, Ziyi Yang, Robert Gmyr, Michael Zeng, Xuedong Huang |
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Predicting User Demography and Device from News Comments |
Ohad Rozen, Joel Oren, Ariel Raviv |
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code |
2 |
Pseudo Siamese Network for Few-shot Intent Generation |
Congying Xia, Caiming Xiong, Philip S. Yu |
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AliMe DA: A Data Augmentation Framework for Question Answering in Cold-start Scenarios |
Guohai Xu, Yan Shao, Chenliang Li, FengLin Li, Bin Bi, Ji Zhang, Haiqing Chen |
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Multimodal Activation: Awakening Dialog Robots without Wake Words |
Liqiang Nie, Mengzhao Jia, Xuemeng Song, Ganglu Wu, Harry Cheng, Jian Gu |
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Make It Easy: An Effective End-to-End Entity Alignment Framework |
Congcong Ge, Xiaoze Liu, Lu Chen, Baihua Zheng, Yunjun Gao |
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Evaluation Measures Based on Preference Graphs |
Charles L. A. Clarke, Chengxi Luo, Mark D. Smucker |
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2 |
Web Document Encoding for Structure-Aware Keyphrase Extraction |
Jihyuk Kim, YoungIn Song, Seungwon Hwang |
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Circumstances enhanced Criminal Court View Generation |
Linan Yue, Qi Liu, Han Wu, Yanqing An, Li Wang, Senchao Yuan, Dayong Wu |
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DCSpell: A Detector-Corrector Framework for Chinese Spelling Error Correction |
Jing Li, Dafei Yin, Haozhao Wang, Yonggang Wang |
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2 |
Faster Index Reordering with Bipartite Graph Partitioning |
Joel Mackenzie, Matthias Petri, Alistair Moffat |
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2 |
Graph Learning Regularization and Transfer Learning for Few-Shot Event Detection |
Viet Dac Lai, Minh Van Nguyen, Thien Huu Nguyen, Franck Dernoncourt |
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Regularized Dual-PPMI Co-clustering for Text Data |
Séverine Affeldt, Lazhar Labiod, Mohamed Nadif |
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2 |
Stopping Criteria for Technology Assisted Reviews based on Counting Processes |
Alison Sneyd, Mark Stevenson |
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2 |
Unsupervised Ensemble Learning with Noisy Label Correction |
Xupeng Zou, Zhongnan Zhang, Zhen He, Liang Shi |
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FedNLP: An Interpretable NLP System to Decode Federal Reserve Communications |
Jean Lee, Hoyoul Luis Youn, Nicholas Stevens, Josiah Poon, Soyeon Caren Han |
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News2PubMed: A Browser Extension for Linking Health News to Medical Literature |
Jun Wang, Bei Yu |
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Stance Detection: Concepts, Approaches, Resources, and Outstanding Issues |
Dilek Küçük, Fazli Can |
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SearchGCN: Powering Embedding Retrieval by Graph Convolution Networks for E-Commerce Search |
Xinlin Xia, Shang Wang, Han Zhang, Songlin Wang, Sulong Xu, Yun Xiao, Bo Long, WenYun Yang |
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Fast Attention-based Learning-To-Rank Model for Structured Map Search |
Chiqun Zhang, Michael R. Evans, Max Lepikhin, Dragomir Yankov |
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New Insights into Metric Optimization for Ranking-based Recommendation |
Roger Zhe Li, Julián Urbano, Alan Hanjalic |
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Hierarchical Dependence-aware Evaluation Measures for Conversational Search |
Guglielmo Faggioli, Marco Ferrante, Nicola Ferro, Raffaele Perego, Nicola Tonellotto |
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Chatty Goose: A Python Framework for Conversational Search |
Edwin Zhang, ShengChieh Lin, JhengHong Yang, Ronak Pradeep, Rodrigo Frassetto Nogueira, Jimmy Lin |
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PECAN: A Platform for Searching Chat Conversations |
Kunpeng Qin, Harrisen Scells, Guido Zuccon |
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Investigating Session Search Behavior with Knowledge Graphs |
Xiangsheng Li, Maarten de Rijke, Yiqun Liu, Jiaxin Mao, Weizhi Ma, Min Zhang, Shaoping Ma |
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Underestimation Refinement: A General Enhancement Strategy for Exploration in Recommendation Systems |
Yuhai Song, Lu Wang, Haoming Dang, Weiwei Zhou, Jing Guan, Xiwei Zhao, Changping Peng, Yongjun Bao, Jingping Shao |
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User Feedback and Ranking in-a-Loop: Towards Self-Adaptive Dialogue Systems |
Chen Shi, Yuxiang Hu, Zengming Zhang, Liang Shao, Feijun Jiang |
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A Guided Learning Approach for Item Recommendation via Surrogate Loss Learning |
Ahmed Rashed, Josif Grabocka, Lars SchmidtThieme |
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Interpretable Graph Similarity Computation via Differentiable Optimal Alignment of Node Embeddings |
Khoa D. Doan, Saurav Manchanda, Suchismit Mahapatra, Chandan K. Reddy |
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When and Whom to Collaborate with in a Changing Environment: A Collaborative Dynamic Bandit Solution |
Chuanhao Li, Qingyun Wu, Hongning Wang |
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code |
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Synthetic Target Domain Supervision for Open Retrieval QA |
Revanth Gangi Reddy, Bhavani Iyer, Md. Arafat Sultan, Rong Zhang, Avirup Sil, Vittorio Castelli, Radu Florian, Salim Roukos |
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Utility of Missing Concepts in Query-biased Summarization |
Sheikh Muhammad Sarwar, Felipe Moraes, Jiepu Jiang, James Allan |
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1 |
Dual-View Distilled BERT for Sentence Embedding |
Xingyi Cheng |
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Transformer-based Banking Products Recommender System |
Davide Liu, George Philippe Farajalla, Alexandre Boulenger |
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Allowing for The Grounded Use of Temporal Difference Learning in Large Ranking Models via Substate Updates |
Daniel Cohen |
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1 |
Looking at CTR Prediction Again: Is Attention All You Need? |
Yuan Cheng, Yanbo Xue |
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Transformer Reasoning Network for Personalized Review Summarization |
Hongyan Xu, Hongtao Liu, Pengfei Jiao, Wenjun Wang |
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Neural Representations in Hybrid Recommender Systems: Prediction versus Regularization |
Ramin Raziperchikolaei, Tianyu Li, Youngjoo Chung |
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Deep Music Retrieval for Fine-Grained Videos by Exploiting Cross-Modal-Encoded Voice-Overs |
Tingtian Li, Zixun Sun, Haoruo Zhang, Jin Li, Ziming Wu, Hui Zhan, Yipeng Yu, Hengcan Shi |
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Retrieving Implicit Information for Stock Movement Prediction |
TsunHsien Tang, ChungChi Chen, HenHsen Huang, HsinHsi Chen |
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X-2ch: Quad-Channel Collaborative Graph Network over Knowledge-Embedded Edges |
Kachun Lo, Tsukasa Ishigaki |
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Improving Neural Text Style Transfer by Introducing Loss Function Sequentiality |
Chinmay Rane, Gaël Dias, Alexis Lechervy, Asif Ekbal |
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Maximal Multipolarized Cliques Search in Signed Networks |
Jie Gao, Fei Hao, Geyong Min, Zhipeng Cai |
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WWW3E8: 259, 000 Relevance Labels for Studying the Effect of Document Presentation Order for Relevance Assessors |
Tetsuya Sakai, Sijie Tao, Zhaohao Zeng |
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QuARk: A GUI for Quality-Aware Ranking of Arguments |
Markus Nilles, Lorik Dumani, Ralf Schenkel |
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GeoWINE: Geolocation based Wiki, Image, News and Event Retrieval |
Golsa Tahmasebzadeh, Endri Kacupaj, Eric MüllerBudack, Sherzod Hakimov, Jens Lehmann, Ralph Ewerth |
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Science2Cure: A Clinical Trial Search Prototype |
Maciej Rybinski, Sarvnaz Karimi, Aleney Khoo |
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Beyond Probability Ranking Principle: Modeling the Dependencies among Documents |
Liang Pang, Qingyao Ai, Jun Xu |
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Reinforcement Learning for Information Retrieval |
Alexander Kuhnle, Miguel ArocaOuellette, Anindya Basu, Murat Sensoy, John Reid, Dell Zhang |
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Enabling Performance Prediction in Information Retrieval Evaluation |
Guglielmo Faggioli |
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Hyperbolic Online Time Stream Modeling |
Ramit Sawhney, Shivam Agarwal, Megh Thakkar, Arnav Wadhwa, Rajiv Ratn Shah |
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Similar Trademark Detection via Semantic, Phonetic and Visual Similarity Information |
Yingchi Liu, Quanzhi Li, Changlong Sun, Luo Si |
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On the Two-Sample Randomisation Test for IR Evaluation |
Tetsuya Sakai |
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Long-Tail Hashing |
Yong Chen, Yuqing Hou, Shu Leng, Qing Zhang, Zhouchen Lin, Dell Zhang |
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Evaluating the Predictivity of IR Experiments |
Lida Rashidi, Justin Zobel, Alistair Moffat |
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code |
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Predicting Links on Wikipedia with Anchor Text Information |
Robin Brochier, Frédéric Béchet |
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code |
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Distant Supervision based Machine Reading Comprehension for Extractive Summarization in Customer Service |
Bing Ma, Cao Liu, Jingyu Wang, Shujie Hu, Fan Yang, Xunliang Cai, Guanglu Wan, Jiansong Chen, Jianxin Liao |
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ECG Data Modeling and Analyzing via Deep Representation Learning and Nonparametric Hidden Markov Models |
Jiaojiao Zhu, Wentao Fan |
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1 |
Graph-Structured Context Understanding for Knowledge-grounded Response Generation |
Yanran Li, Wenjie Li, Zhitao Wang |
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LS-DST: Long and Sparse Dialogue State Tracking with Smart History Collector in Insurance Marketing |
Liqiang Song, Mengqiu Yao, Ye Bi, Zhenyu Wu, Jianming Wang, Jing Xiao, Juan Wen, Xin Yu |
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Position Enhanced Mention Graph Attention Network for Dialogue Relation Extraction |
Xinwei Long, Shuzi Niu, Yucheng Li |
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Cheap and Good? Simple and Effective Data Augmentation for Low Resource Machine Reading |
Hoang Van, Vikas Yadav, Mihai Surdeanu |
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code |
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Communication Efficient Distributed Hypergraph Clustering |
Chun Jiang Zhu, Qinqing Liu, Jinbo Bi |
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code |
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Enhanced Representation Learning for Examination Papers with Hierarchical Document Structure |
Yixiao Ma, Shiwei Tong, Ye Liu, Likang Wu, Qi Liu, Enhong Chen, Wei Tong, Zi Yan |
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Propensity-scored Probabilistic Label Trees |
Marek Wydmuch, Kalina JasinskaKobus, Rohit Babbar, Krzysztof Dembczynski |
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REGIS: A Test Collection for Geoscientific Documents in Portuguese |
Lucas Lima de Oliveira, Regis Kruel Romeu, Viviane Pereira Moreira |
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Wiki-Reliability: A Large Scale Dataset for Content Reliability on Wikipedia |
KayYen Wong, Miriam Redi, Diego SáezTrumper |
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code |
1 |
On the Quality of the TREC-COVID IR Test Collections |
Ellen M. Voorhees, Kirk Roberts |
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Seer-Dock: A General-Purpose Dockerized Scholarly Document Collection and Management Framework |
Dina Sayed, Mohamed Nour, Heiko Schuldt |
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code |
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Big Brother: A Drop-In Website Interaction Logging Service |
Harrisen Scells, Jimmy, Guido Zuccon |
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code |
1 |
Interacting with Information in Immersive Virtual Environments |
Austin R. Ward, Yiyin Gu, Sandeep Avula, Praneeth Chakravarthula |
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code |
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Semi-automatic Labelling of Scientific Articles using Deep Learning to Enlarge Benchmark Data for Scientific Summarization |
Alaa ElEbshihy |
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code |
1 |
Scalable Personalised Item Ranking through Parametric Density Estimation |
Riku Togashi, Masahiro Kato, Mayu Otani, Tetsuya Sakai, Shin'ichi Satoh |
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0 |
De-Biased Modeling of Search Click Behavior with Reinforcement Learning |
Jianghong Zhou, Sayyed M. Zahiri, Simon Hughes, Khalifeh Al Jadda, Surya Kallumadi, Eugene Agichtein |
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APRF-Net: Attentive Pseudo-Relevance Feedback Network for Query Categorization |
Ali Ahmadvand, Sayyed M. Zahiri, Simon Hughes, Khalifeh Al Jadda, Surya Kallumadi, Eugene Agichtein |
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Contextualized Offline Relevance Weighting for Efficient and Effective Neural Retrieval |
Xuanang Chen, Ben He, Kai Hui, Yiran Wang, Le Sun, Yingfei Sun |
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Embedding Formulae and Text for Improved Math Retrieval |
Behrooz Mansouri |
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code |
0 |
Understanding How Algorithmic and Cognitive Biases in Web Search Affect User Attitudes on Debated Topics |
Tim Draws |
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Ranking User-Generated Content via Multi-Relational Graph Convolution |
Kanika Narang, Adit Krishnan, Junting Wang, Chaoqi Yang, Hari Sundaram, Carolyn Sutter |
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GAIPS: Accelerating Maximum Inner Product Search with GPU |
Long Xiang, Xiao Yan, Lan Lu, Bo Tang |
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A Web-based Knowledge Hub for Exploration of Multiple Research Article Collections |
Wei Emma Zhang, Miao Liu, Alan Pallath, Gokul Tamilventhan |
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0 |
AI Based Information Retrieval System for Identifying Harmful Online Gaming Patterns |
Deepanshi Seth, Rukma Talwadker, Tridib Mukherjee, Usama Chitapure, Nagesh Adiga, Avantika Gupta |
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Estimating the Reliability of Health-related Search Results |
Marcos FernándezPichel |
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Identifying Queries in Instant Search Logs |
Markus Fischer, Kristof Komlossy, Benno Stein, Martin Potthast, Matthias Hagen |
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Backretrieval: An Image-Pivoted Evaluation Metric for Cross-Lingual Text Representations Without Parallel Corpora |
Mikhail Fain, Niall Twomey, Danushka Bollegala |
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Composite Code Sparse Autoencoders for First Stage Retrieval |
Carlos Lassance, Thibault Formal, Stéphane Clinchant |
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When Choice Happens: A Systematic Examination of Mouse Movement Length for Decision Making in Web Search |
Lukas Brückner, Ioannis Arapakis, Luis A. Leiva |
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DarkJargon.net: A Platform for Understanding Underground Conversation with Latent Meaning |
Dominic Seyler, Wei Liu, Yunan Zhang, XiaoFeng Wang, ChengXiang Zhai |
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0 |
PYA0: A Python Toolkit for Accessible Math-Aware Search |
Wei Zhong, Jimmy Lin |
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code |
0 |
Putting the Role of Personalization into Context |
Dmitri Goldenberg |
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code |
0 |
Bridge the Gap: Industrial Data Pipeline oriented Recommendation Enhancement |
Jie Dai |
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0 |
Interpretable Document Representations for Fast and Accurate Retrieval of Mathematical Information |
Vít Novotný |
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code |
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HONto: A Bottom-Up Knowledge Base from Textbooks for Recommending Contextually Relevant Documents |
Sabine Wehnert |
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New Perspectives to Query Performance Prediction Evaluation |
Oleg Zendel |
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Cross-Domain Contract Element Extraction with a Bi-directional Feedback Clause-Element Relation Network |
Zihan Wang, Hongye Song, Zhaochun Ren, Pengjie Ren, Zhumin Chen, Xiaozhong Liu, Hongsong Li, Maarten de Rijke |
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"Did you buy it already?", Detecting Users Purchase-State From Their Product-Related Questions |
Lital Kuchy, David Carmel, Thomas Huet, Elad Kravi |
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code |
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Transfer Learning for the Multilingual and Multi-Domain Classification of Messages Relating to Crises |
Cinthia Sánchez |
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code |
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Gazetteer Enhanced Named Entity Recognition for Code-Mixed Web Queries |
Besnik Fetahu, Anjie Fang, Oleg Rokhlenko, Shervin Malmasi |
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Robust Neural Text Classification and Entailment via Mixup Regularized Adversarial Training |
Jiahao Zhao, Penghui Wei, Wenji Mao |
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Learning to Select Instance: Simultaneous Transfer Learning and Clustering |
Zhaoxin Huan, Yulong Wang, Yong He, Xiaolu Zhang, Chilin Fu, Weichang Wu, Jun Zhou, Ke Ding, Liang Zhang, Linjian Mo |
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Knowledge Based Hyperbolic Propagation |
ChangYou Tai, ChienKun Huang, LiangYing Huang, LunWei Ku |
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code |
0 |
Visual Question Rewriting for Increasing Response Rate |
Jiayi Wei, Xilian Li, Yi Zhang, Xin Eric Wang |
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code |
0 |
Abstractive Text Summarization with Hierarchical Multi-scale Abstraction Modeling and Dynamic Memory |
Lihan Wang, Min Yang, Chengming Li, Ying Shen, Ruifeng Xu |
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code |
0 |
AutoName: A Corpus-Based Set Naming Framework |
Zhiqi Huang, Razieh Rahimi, Puxuan Yu, Jingbo Shang, James Allan |
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code |
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NIP-GCN: An Augmented Graph Convolutional Network with Node Interaction Patterns |
Manish Chandra, Debasis Ganguly, Pabitra Mitra, Bithika Pal, James Thomas |
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code |
0 |
Window Navigation with Adaptive Probing for Executing BlockMax WAND |
Jinjin Shao, Yifan Qiao, Shiyu Ji, Tao Yang |
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code |
0 |
Booking.com Multi-Destination Trips Dataset |
Dmitri Goldenberg, Pavel Levin |
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code |
0 |
Learning with Little Data: Industry Challenges and Innovations |
Nikhil Rao |
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code |
0 |
Deep Learning on Graphs for Natural Language Processing |
Lingfei Wu, Yu Chen, Heng Ji, Bang Liu |
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code |
0 |
Improving Deep Learning based Multi-document Summarization through Linguistic Knowledge |
Congbo Ma |
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0 |