Devendra Singh Sachan

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Manzil ZaheerGoogle ResearchDirección de correo verificada de cmu.edu
William L HamiltonAssistant Professor of Computer Science, McGill University and MilaDirección de correo verificada de cs.mcgill.ca
Graham NeubigCarnegie Mellon University, All Hands AIDirección de correo verificada de cs.cmu.edu
Dani YogatamaReka, USCDirección de correo verificada de reka.ai
Joelle PineauSchool of Computer Science, McGill University; FAIR, Meta AI; MilaDirección de correo verificada de cs.mcgill.ca
Luke ZettlemoyerUniversity of Washington; MetaDirección de correo verificada de cs.washington.edu
Mike LewisFacebook AI ResearchDirección de correo verificada de fb.com
Matthieu FelixGoogleDirección de correo verificada de alumni.cmu.edu
Ruslan SalakhutdinovUPMC Professor, Machine Learning Department, CMUDirección de correo verificada de cs.cmu.edu
Mrinmaya SachanAssistant Professor, ETH ZürichDirección de correo verificada de inf.ethz.ch
Eric XingPresident at Mohamed bin Zayed University of AI, Professor of Computer Science, Carnegie Mellon UDirección de correo verificada de cs.cmu.edu
Armen AghajanyanFacebook AI ResearchDirección de correo verificada de fb.com
Satyen KaleResearch Scientist, AppleDirección de correo verificada de satyenkale.com
Sashank J. ReddiResearch Scientist, Google ResearchDirección de correo verificada de cs.cmu.edu
Sanjiv KumarGoogle Fellow, VP, Google ResearchDirección de correo verificada de google.com
Chris DyerDeepMind, Carnegie MellonDirección de correo verificada de google.com
Siva ReddyMcGill University, Mila Quebec AI InstituteDirección de correo verificada de cs.mcgill.ca
Mandar JoshiGoogle AIDirección de correo verificada de google.com
Scott Wen-tau YihMeta FAIRDirección de correo verificada de meta.com
Pengtao XieAssistant Professor, UC San Diego; Adjunct Faculty, MBZUAIDirección de correo verificada de eng.ucsd.edu

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Devendra Singh Sachan

Google DeepMind, Mila - Quebec AI Institute, McGill University

Dirección de correo verificada de mila.quebec - Página principal

Natural Language Processing Machine Learning


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
Gemini: a family of highly capable multimodal models G Team, R Anil, S Borgeaud, JB Alayrac, J Yu, R Soricut, J Schalkwyk, ... arXiv preprint arXiv:2312.11805, 2023	2494	2023
Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context G Team, P Georgiev, VI Lei, R Burnell, L Bai, A Gulati, G Tanzer, ... arXiv preprint arXiv:2403.05530, 2024	966	2024
Adaptive methods for nonconvex optimization S Reddi, M Zaheer, D Sachan, S Kale, S Kumar Advances in Neural Information Processing Systems (NeurIPS), 2018	538*	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	434	2018
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	170*	2021
Revisiting LSTM Networks for Semi-Supervised Text Classification via Mixed Objective Function DS Sachan, M Zaheer, R Salakhutdinov AAAI Conference on Artificial Intelligence, 2019	159	2019
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	151	2022
Parameter Sharing Methods for Multilingual Self-Attentional Translation Models DS Sachan, G Neubig Conference on Machine Translation (WMT), 2018	108	2018
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	103	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	99	2021
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	94	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	77	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
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	48	2023
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	40	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	27	2018
Psychological perspectives on obesity: Addressing policy, practice and research priorities P Chadwick, A Chater, F Gillison, C Llewellyn, H Moffat, L Newsome, ... Britsh Psychological Society, 2019	21	2019
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	20	2019
Can Long-Context Language Models Subsume Retrieval, RAG, SQL, and More? J Lee, A Chen, Z Dai, D Dua, DS Sachan, M Boratko, Y Luan, SMR Arnold, ... arXiv preprint arXiv:2406.13121, 2024	19*	2024
Investigating the Working of Text Classifiers DS Sachan, M Zaheer, R Salakhutdinov International Conference on Computational Linguistics (COLING), 2018	16	2018

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