Implementation of Selected Paper Published in Conferences such as ACL, NeurIPS, ICLR, ICML, EMNLP, ACM, and reputed Journals
- LSTM based Sequence-to-Sequence model
- Pointer mechanism for handling Out of Vocabulary (OOV) words See et al. (2017) (ACL)
- Deliberation Networks: Sequence Generation Beyond One Pass Decoder Y Xia et.al.(2019). (Ongoing) (NeurIPS)
- Hindi-to English Neural Machine Translation using Attention Model Paper (2019) (Ongoing)
- PyTorch
- Tensorflow
- Python 2 & 3
A end-to-end sequence to sequence LSTM based model tp perform tasks such as text generation, basic chatbots, machine translation, etc.
python seq2seq.py --gpuid 0 --rnntype 1
A evaluation and graph visualization on tensorboard iby using:
tensorboard --logdir logs