index.md

layout	title	nav_order	description	permalink	last_modified_date
default	Home	1	Structured Knowledge Grounding(SKG) Resources Collections	/	Jan 22 2022

Structured Knowledge Grounding(SKG) Resources Collections

{: .fs-7 .fw-700 .text-purple-300 } In progress {: .label .label-yellow }

About

This website contains collection of datasets, publications that are related to structured knowledge grounding to facilitate researchers. The website is in progress, so please don't hesitate to contact us if we missed any other valuable work.

Content

{: .no_toc .text-delta .fs-4 style="font-weight:800"}

Introduction

{: .no_toc .text-delta .fs-3 style="font-weight:600"}

• What is structured knowledge?
• What is structured knowledge grounding?

Benchmarks Datasets

{: .no_toc .text-delta .fs-3 style="font-weight:600"}

Methodology

{: .no_toc .text-delta .fs-3 style="font-weight:600"}

Others

{: .no_toc .text-delta .fs-3 style="font-weight:600"}

---

Contribute

Contact us or make pull request on Github to improve this portal site as editors.

Organizations

<script type='text/javascript' id='clustrmaps' src='//cdn.clustrmaps.com/map_v2.js?cl=080808&w=300&t=m&d=lLOlCuZQy0Kh_M45EMrhU6iiFL4FlHcLWyCWLrcXJ7g&co=ffffff&ct=808080&cmo=3acc3a&cmn=ff5353'></script>

Citation

If you find our work helpful, please cite as

@article{UnifiedSKG,
      title={UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models}, 
      author={Tianbao Xie and Chen Henry Wu and Peng Shi and Ruiqi Zhong and Torsten Scholak and Michihiro Yasunaga and Chien-Sheng Wu and Ming Zhong and Pengcheng Yin and Sida I. Wang and Victor Zhong and Bailin Wang and Chengzu Li and Connor Boyle and Ansong Ni and Ziyu Yao and Dragomir Radev and Caiming Xiong and Lingpeng Kong and Rui Zhang and Noah A. Smith and Luke Zettlemoyer and Tao Yu},
      journal={arXiv preprint arXiv:2201.05966},
      year={2022},
}

Also check out our UnifiedSKG framework here!