Sandeep Subramanian

41 papers A* 4A 1Journal 24Unranked 12

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Mixtral of Experts. CoRR Albert Q. Jiang, Alexandre Sablayrolles, Antoine Roux, Arthur Mensch, Blanche Savary, Chris Bamford, Devendra Singh Chaplot, Diego de Las Casas, Emma Bou Hanna, Florian Bressand, Gianna Lengyel, Guillaume Bour, Guillaume Lample, Lélio Renard Lavaud, Lucile Saulnier, Marie-Anne Lachaux, Pierre Stock, Sandeep Subramanian, Sophia Yang, Szymon Antoniak, Teven Le Scao, Théophile Gervet, Thibaut Lavril, Thomas Wang, Timothée Lacroix, William El Sayed
2024	J	`jnl`	Nemotron-4 15B Technical Report. CoRR Jupinder Parmar, Shrimai Prabhumoye, Joseph Jennings, Mostofa Patwary, Sandeep Subramanian, Dan Su, Chen Zhu, Deepak Narayanan, Aastha Jhunjhunwala, Ayush Dattagupta, Vibhu Jawa, Jiwei Liu, Ameya Mahabaleshwarkar, Osvald Nitski, Annika Brundyn, James Maki, Miguel Martinez, Jiaxuan You, John Kamalu, Patrick LeGresley, Denys Fridman, Jared Casper, Ashwath Aithal, Oleksii Kuchaiev, Mohammad Shoeybi, Jonathan M. Cohen, Bryan Catanzaro
2024	J	`jnl`	Pixtral 12B. CoRR Pravesh Agrawal, Szymon Antoniak, Emma Bou Hanna, Baptiste Bout, Devendra Singh Chaplot, Jessica Chudnovsky, Diogo Costa, Baudouin De Monicault, Saurabh Garg, Théophile Gervet, Soham Ghosh, Amélie Héliou, Paul Jacob, Albert Q. Jiang, Kartik Khandelwal, Timothée Lacroix, Guillaume Lample, Diego de Las Casas, Thibaut Lavril, Teven Le Scao, Andy Lo, William Marshall, Louis Martin, Arthur Mensch, Pavankumar Muddireddy, Valera Nemychnikova, Marie Pellat, Patrick von Platen, Nikhil Raghuraman, Baptiste Rozière, Alexandre Sablayrolles, Lucile Saulnier, Romain Sauvestre, Wendy Shang, Roman Soletskyi, Lawrence Stewart, Pierre Stock, Joachim Studnia, Sandeep Subramanian, Sagar Vaze, Thomas Wang, Sophia Yang
2024	A*	`conf`	Retrieval meets Long Context Large Language Models. ICLR Peng Xu, Wei Ping, Xianchao Wu, Lawrence McAfee, Chen Zhu, Zihan Liu, Sandeep Subramanian, Evelina Bakhturina, Mohammad Shoeybi, Bryan Catanzaro
2023	J	`jnl`	Retrieval meets Long Context Large Language Models. CoRR Peng Xu, Wei Ping, Xianchao Wu, Lawrence McAfee, Chen Zhu, Zihan Liu, Sandeep Subramanian, Evelina Bakhturina, Mohammad Shoeybi, Bryan Catanzaro
2022	J	`jnl`	Finding the Right Recipe for Low Resource Domain Adaptation in Neural Machine Translation. CoRR Virginia Adams, Sandeep Subramanian, Mike Chrzanowski, Oleksii Hrinchuk, Oleksii Kuchaiev
2022	—	`conf`	NVIDIA NeMo Offline Speech Translation Systems for IWSLT 2022. IWSLT@ACL Oleksii Hrinchuk, Vahid Noroozi, Ashwinkumar Ganesan, Sarah Campbell, Sandeep Subramanian, Somshubra Majumdar, Oleksii Kuchaiev
2021	J	`jnl`	NVIDIA NeMo Neural Machine Translation Systems for English-German and English-Russian News and Biomedical Tasks at WMT21. CoRR Sandeep Subramanian, Oleksii Hrinchuk, Virginia Adams, Oleksii Kuchaiev
2021	—	`conf`	NVIDIA NeMo's Neural Machine Translation Systems for English-German and English-Russian News and Biomedical Tasks at WMT21. WMT@EMNLP Sandeep Subramanian, Oleksii Hrinchuk, Virginia Adams, Oleksii Kuchaiev
2020	J	`jnl`	Multi-scale Transformer Language Models. CoRR Sandeep Subramanian, Ronan Collobert, Marc'Aurelio Ranzato, Y-Lan Boureau
2020	—	`conf`	On Extractive and Abstractive Neural Document Summarization with Transformer Language Models. EMNLP (1) Jonathan Pilault, Raymond Li, Sandeep Subramanian, Chris Pal
2019	A	`conf`	A Framework Towards Domain Specific Video Summarization. WACV Vishal Kaushal, Sandeep Subramanian, Suraj Kothawade, Rishabh K. Iyer, Ganesh Ramakrishnan
2019	—	`conf`	Do Neural Dialog Systems Use the Conversation History Effectively? An Empirical Study. ACL (1) Chinnadhurai Sankar, Sandeep Subramanian, Chris Pal, Sarath Chandar, Yoshua Bengio
2019	J	`jnl`	Do Neural Dialog Systems Use the Conversation History Effectively? An Empirical Study. CoRR Chinnadhurai Sankar, Sandeep Subramanian, Christopher J. Pal, Sarath Chandar, Yoshua Bengio
2019	—	`conf`	Multiple-Attribute Text Rewriting. ICLR (Poster) Guillaume Lample, Sandeep Subramanian, Eric Michael Smith, Ludovic Denoyer, Marc'Aurelio Ranzato, Y-Lan Boureau
2019	J	`jnl`	On Extractive and Abstractive Neural Document Summarization with Transformer Language Models. CoRR Sandeep Subramanian, Raymond Li, Jonathan Pilault, Christopher J. Pal
2019	A*	`conf`	State-Reification Networks: Improving Generalization by Modeling the Distribution of Hidden Representations. ICML Alex Lamb, Jonathan Binas, Anirudh Goyal, Sandeep Subramanian, Ioannis Mitliagkas, Yoshua Bengio, Michael Mozer
2019	J	`jnl`	State-Reification Networks: Improving Generalization by Modeling the Distribution of Hidden Representations. CoRR Alex Lamb, Jonathan Binas, Anirudh Goyal, Sandeep Subramanian, Ioannis Mitliagkas, Denis Kazakov, Yoshua Bengio, Michael C. Mozer
2018	J	`jnl`	A Deep Reinforcement Learning Chatbot (Short Version). CoRR Iulian Vlad Serban, Chinnadhurai Sankar, Mathieu Germain, Saizheng Zhang, Zhouhan Lin, Sandeep Subramanian, Taesup Kim, Michael Pieper, Sarath Chandar, Nan Rosemary Ke, Sai Rajeswar, Alexandre de Brébisson, Jose M. R. Sotelo, Dendi Suhubdy, Vincent Michalski, Alexandre Nguyen, Joelle Pineau, Yoshua Bengio
2018	J	`jnl`	A Framework towards Domain Specific Video Summarization. CoRR Vishal Kaushal, Rishabh K. Iyer, Suraj Kothawade, Sandeep Subramanian, Ganesh Ramakrishnan
2018	—	`conf`	Deep Complex Networks. ICLR (Poster) Chiheb Trabelsi, Olexa Bilaniuk, Ying Zhang, Dmitriy Serdyuk, Sandeep Subramanian, João Felipe Santos, Soroush Mehri, Negar Rostamzadeh, Yoshua Bengio, Christopher J. Pal
2018	J	`jnl`	Fortified Networks: Improving the Robustness of Deep Networks by Modeling the Manifold of Hidden Representations. CoRR Alex Lamb, Jonathan Binas, Anirudh Goyal, Dmitriy Serdyuk, Sandeep Subramanian, Ioannis Mitliagkas, Yoshua Bengio
2018	—	`conf`	Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning. ICLR (Poster) Sandeep Subramanian, Adam Trischler, Yoshua Bengio, Christopher J. Pal
2018	J	`jnl`	Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning. CoRR Sandeep Subramanian, Adam Trischler, Yoshua Bengio, Christopher J. Pal
2018	J	`jnl`	Multiple-Attribute Text Style Transfer. CoRR Sandeep Subramanian, Guillaume Lample, Eric Michael Smith, Ludovic Denoyer, Marc'Aurelio Ranzato, Y-Lan Boureau
2018	—	`conf`	Neural Models for Key Phrase Extraction and Question Generation. QA@ACL Sandeep Subramanian, Tong Wang, Xingdi Yuan, Saizheng Zhang, Adam Trischler, Yoshua Bengio
2018	A*	`conf`	New Embedded Representations and Evaluation Protocols for Inferring Transitive Relations. SIGIR Sandeep Subramanian, Soumen Chakrabarti
2018	J	`jnl`	New Embedded Representations and Evaluation Protocols for Inferring Transitive Relations. CoRR Sandeep Subramanian, Soumen Chakrabarti
2018	J	`jnl`	Towards Extracting Supporting Information About Predicted Protein-Protein Interactions. IEEE ACM Trans. Comput. Biol. Bioinform. Adam Roth, Sandeep Subramanian, Madhavi K. Ganapathiraju
2018	A*	`conf`	Towards Text Generation with Adversarially Learned Neural Outlines. NeurIPS Sandeep Subramanian, Sai Rajeswar, Alessandro Sordoni, Adam Trischler, Aaron C. Courville, Chris Pal
2017	J	`jnl`	A Deep Reinforcement Learning Chatbot. CoRR Iulian Vlad Serban, Chinnadhurai Sankar, Mathieu Germain, Saizheng Zhang, Zhouhan Lin, Sandeep Subramanian, Taesup Kim, Michael Pieper, Sarath Chandar, Nan Rosemary Ke, Sai Mudumba, Alexandre de Brébisson, Jose Sotelo, Dendi Suhubdy, Vincent Michalski, Alexandre Nguyen, Joelle Pineau, Yoshua Bengio
2017	—	`conf`	Adversarial Generation of Natural Language. Rep4NLP@ACL Sandeep Subramanian, Sai Rajeswar, Francis Dutil, Chris Pal, Aaron C. Courville
2017	J	`jnl`	Adversarial Generation of Natural Language. CoRR Sai Rajeswar, Sandeep Subramanian, Francis Dutil, Christopher Joseph Pal, Aaron C. Courville
2017	J	`jnl`	Antibody Exchange: Information Extraction of Biological Antibody Donation and a Web-Portal to Find Donors and Seekers. Data Sandeep Subramanian, Madhavi K. Ganapathiraju
2017	J	`jnl`	Deep Complex Networks. CoRR Chiheb Trabelsi, Olexa Bilaniuk, Dmitriy Serdyuk, Sandeep Subramanian, João Felipe Santos, Soroush Mehri, Negar Rostamzadeh, Yoshua Bengio, Christopher J. Pal
2017	—	`conf`	Machine Comprehension by Text-to-Text Neural Question Generation. Rep4NLP@ACL Xingdi Yuan, Tong Wang, Çaglar Gülçehre, Alessandro Sordoni, Philip Bachman, Saizheng Zhang, Sandeep Subramanian, Adam Trischler
2017	J	`jnl`	Machine Comprehension by Text-to-Text Neural Question Generation. CoRR Xingdi Yuan, Tong Wang, Çaglar Gülçehre, Alessandro Sordoni, Philip Bachman, Sandeep Subramanian, Saizheng Zhang, Adam Trischler
2017	J	`jnl`	Neural Models for Key Phrase Detection and Question Generation. CoRR Sandeep Subramanian, Tong Wang, Xingdi Yuan, Adam Trischler
2016	—	`conf`	Neural Architectures for Named Entity Recognition. HLT-NAACL Guillaume Lample, Miguel Ballesteros, Sandeep Subramanian, Kazuya Kawakami, Chris Dyer
2016	J	`jnl`	Neural Architectures for Named Entity Recognition. CoRR Guillaume Lample, Miguel Ballesteros, Sandeep Subramanian, Kazuya Kawakami, Chris Dyer
2013	—	`conf`	VIT@MediaEval 2013 Placing Task : Location Specific Tag Weighting for Language Model Based Placing of Images. MediaEval Sandeep Subramanian, Vivek Vidyasagaran, Krishna Chandramouli