| When and Why are Pre-trained Word Embeddings Useful for Neural Machine Translation? Y Qi, DS Sachan, M Felix, SJ Padmanabhan, G Neubig Annual Conference of the North American Chapter of the Association for …, 2018 | 305 | 2018 |
| Adaptive methods for nonconvex optimization S Reddi, M Zaheer, D Sachan, S Kale, S Kumar Advances in Neural Information Processing Systems (NeurIPS), 2018 | 294* | 2018 |
| Revisiting LSTM Networks for Semi-Supervised Text Classification via Mixed Objective Function DS Sachan, M Zaheer, R Salakhutdinov AAAI Conference on Artificial Intelligence, 2019 | 108 | 2019 |
| Parameter Sharing Methods for Multilingual Self-Attentional Translation Models DS Sachan, G Neubig Conference on Machine Translation (WMT), 2018 | 79 | 2018 |
| XNMT: The extensible neural machine translation toolkit G Neubig, M Sperber, X Wang, M Felix, A Matthews, S Padmanabhan, ... Conference of the Association for Machine Translation in the Americas (AMTA), 2018 | 70 | 2018 |
| Effective Use of Bidirectional Language Modeling for Transfer Learning in Biomedical Named Entity Recognition DS Sachan, P Xie, M Sachan, EP Xing Machine Learning for Healthcare Conference (MLHC), 2018 | 68 | 2018 |
| Texar: A Modularized, Versatile, and Extensible Toolkit for Text Generation Z Hu, H Shi, Z Yang, B Tan, T Zhao, J He, W Wang, X Yu, L Qin, D Wang, ... Association of Computational Linguistics (ACL) System Demonstrations, 2019 | 67* | 2019 |
| End-to-End Training of Multi-Document Reader and Retriever for Open-Domain Question Answering DS Sachan, S Reddy, W Hamilton, C Dyer, D Yogatama Advances in Neural Information Processing Systems (NeurIPS), 2021 | 52* | 2021 |
| End-to-End Training of Neural Retrievers for Open-Domain Question Answering DS Sachan, M Patwary, M Shoeybi, N Kant, W Ping, WL Hamilton, ... Annual Meeting of the Association for Computational Linguistics (ACL), 2021 | 52 | 2021 |
| Do Syntax Trees Help Pre-trained Transformers Extract Information? DS Sachan, Y Zhang, P Qi, W Hamilton European Chapter of the Association for Computational Linguistics (EACL), 2021 | 49 | 2021 |
| A computer-implemented method and system for analyzing and evaluating user reviews G Devanathan, S Ramakrishnan, DS Sachan, SKT Reddy US Patent App. 15/759,422, 2018 | 19 | 2018 |
| Method for Text Classification and Feature Selection Using Class Vectors and the System Thereof D Giridhari, SS Devendra, K Shailesh US Patent App. 15/778,732, 2018 | 15 | 2018 |
| Improving Passage Retrieval with Zero-Shot Question Generation DS Sachan, M Lewis, M Joshi, A Aghajanyan, W Yih, J Pineau, ... Empirical Methods in Natural Language Processing (EMNLP), 2022 | 14 | 2022 |
| Investigating the Working of Text Classifiers DS Sachan, M Zaheer, R Salakhutdinov International Conference on Computational Linguistics (COLING), 2018 | 13 | 2018 |
| Sports video classification from multimodal information using deep neural networks DS Sachan, U Tekwani, A Sethi AAAI Fall Symposium Series, 2013 | 9 | 2013 |
| Method for product search using the user-weighted, attribute-based, sort-ordering and system thereof D Giridhari, R Shyamsunder, SD Singh US Patent App. 15/749,862, 2019 | 8 | 2019 |
| Compositional Reasoning for Visual Question Answering J Koushik, H Hayashi, DS Sachan | 8 | 2017 |
| Stronger transformers for neural multi-hop question generation DS Sachan, L Wu, M Sachan, W Hamilton arXiv preprint arXiv:2010.11374, 2020 | 5 | 2020 |
| Segmentation of Degraded Malayalam Words : Methods and Evaluation D Sachan, S Dutta, N TS, CV Jawahar NCVPRIPG 2011, 70-73, 2011 | 5 | 2011 |
| Questions are all you need to train a dense passage retriever DS Sachan, M Lewis, D Yogatama, L Zettlemoyer, J Pineau, M Zaheer Transactions of the Association for Computational Linguistics (TACL), 2022 | 4 | 2022 |
Manzil ZaheerGoogle ResearchVerified email at cmu.edu
