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Devendra Singh Sachan
Devendra Singh Sachan
Google DeepMind, Mila - Quebec AI Institute, McGill University
Bestätigte E-Mail-Adresse bei mila.quebec - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Gemini: a family of highly capable multimodal models
G Team, R Anil, S Borgeaud, Y Wu, JB Alayrac, J Yu, R Soricut, ...
arXiv preprint arXiv:2312.11805, 2023
13402023
Adaptive methods for nonconvex optimization
S Reddi, M Zaheer, D Sachan, S Kale, S Kumar
Advances in Neural Information Processing Systems (NeurIPS), 2018
480*2018
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
4102018
Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
M Reid, N Savinov, D Teplyashin, D Lepikhin, T Lillicrap, J Alayrac, ...
arXiv preprint arXiv:2403.05530, 2024
2902024
Revisiting LSTM Networks for Semi-Supervised Text Classification via Mixed Objective Function
DS Sachan, M Zaheer, R Salakhutdinov
AAAI Conference on Artificial Intelligence, 2019
1502019
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
138*2021
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
1072022
Parameter Sharing Methods for Multilingual Self-Attentional Translation Models
DS Sachan, G Neubig
Conference on Machine Translation (WMT), 2018
1042018
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
942021
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
892021
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
882018
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
762018
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
662019
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 11, 600-616, 2023
362023
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
362018
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
252018
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
172019
Investigating the Working of Text Classifiers
DS Sachan, M Zaheer, R Salakhutdinov
International Conference on Computational Linguistics (COLING), 2018
142018
Sports video classification from multimodal information using deep neural networks
DS Sachan, U Tekwani, A Sethi
AAAI Fall Symposium Series, 2013
122013
Compositional Reasoning for Visual Question Answering
J Koushik, H Hayashi, DS Sachan
112017
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