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Eshaan Pathak

dblp:290/1781 · DBLP profile ↗
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3ranked-venue papers
0as first author
3since 2021 · last 2022
—ORCID · none

Domains — the database's venue-derived domains; a paper can count in several

Artificial intelligence and machine learning · 3 · 3 since 2021

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Artificial intelligence
2 papers
Language models and text generation · 50% Planning, search and constraint satisfaction · 38% Transfer learning and domain adaptation · 12%

Topics — the 4 heaviest of 6, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Knowledge, reasoning and agents › Planning, search and constraint satisfaction › constraint satisfaction
crossword puzzle solving		 0.612022
Automated Crossword Solving · ACL (1) 2022
Natural language and speech › Language models and text generation
instruction following		 0.612022
Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks · EMNLP 2022
Natural language and speech › Language models and text generation
large language model reasoning		 0.212022
Automated Crossword Solving · ACL (1) 2022
Machine learning › Transfer learning and domain adaptation › zero-shot learning
zero-shot task generalization		 0.212022
Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks · EMNLP 2022

Methods — techniques the papers use, named apart from their topics

search · 0.6large language model · 0.6declarative instructions · 0.6constraint satisfaction · 0.6
YearPublicationVenuePosition
2022 Automated Crossword Solving
abstract
Eric Wallace, Nicholas Tomlin, Albert Xu, Kevin Yang, Eshaan Pathak, Matthew Ginsberg, Dan Klein. Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2022.
Eric Wallace, Nicholas Tomlin, Albert Xu, Kevin Yang, Eshaan Pathak, Matthew L. Ginsberg, Daniel Klein 0001
 ACL (1)5
2022 Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks
abstract
Yizhong Wang, Swaroop Mishra, Pegah Alipoormolabashi, Yeganeh Kordi, Amirreza Mirzaei, Atharva Naik, Arjun Ashok, Arut Selvan Dhanasekaran, Anjana Arunkumar, David Stap, Eshaan Pathak, Giannis Karamanolakis, Haizhi Lai, Ishan Purohit, Ishani Mondal, Jacob Anderson, Kirby Kuznia, Krima Doshi, Kuntal Kumar Pal, Maitreya Patel, Mehrad Moradshahi, Mihir Parmar, Mirali Purohit, Neeraj Varshney, Phani Rohitha Kaza, Pulkit Verma, Ravsehaj Singh Puri, Rushang Karia, Savan Doshi, Shailaja Keyur Sampat, Siddhartha Mishra, Sujan Reddy A, Sumanta Patro, Tanay Dixit, Xudong Shen. Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing. 2022.
Yizhong Wang, Swaroop Mishra, Pegah Alipoormolabashi, Yeganeh Kordi, Amirreza Mirzaei, Atharva Naik, Arjun Ashok, Arut Selvan Dhanasekaran, Anjana Arunkumar, David Stap, Eshaan Pathak, Giannis Karamanolakis, Haizhi Gary Lai, Ishan Purohit, Ishani Mondal, Jacob Anderson, Kirby Kuznia, Krima Doshi, Kuntal Kumar Pal, Maitreya Patel, Mehrad Moradshahi, Mihir Parmar, Mirali Purohit, Neeraj Varshney, Phani Rohitha Kaza, Pulkit Verma 0001, Ravsehaj Singh Puri, Rushang Karia, Savan Doshi, Shailaja Sampat, Siddhartha Mishra, Sujan Reddy A, Sumanta Patro, Tanay Dixit
 EMNLP11
2021 Detoxifying Language Models Risks Marginalizing Minority Voices
abstract
Albert Xu, Eshaan Pathak, Eric Wallace, Suchin Gururangan, Maarten Sap, Dan Klein. Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. 2021.
Albert Xu, Eshaan Pathak, Eric Wallace, Suchin Gururangan, Maarten Sap, Daniel Klein 0001
 NAACL-HLT2