Harsh Trivedi
email CV Scholar
I am master's student in computer science at Stony Brook University. I work in the Language Understanding and Reasoning Lab and am advised by Professor Niranjan Balasubramanian. My broad interests are Natural Language Processing and Machine Learning. My current research is on Natural Language Inference (Textual Entailment and Question Answering) methods with focus on effective information aggregation.
During my undergraudate studies at DA-IICT, I was advised by Professor Prasenjit Majumder.
Publications
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Deformer: Decomposing Pre-trained Transformers for Faster Question Answering conference
Qingqing Cao, Harsh Trivedi, Aruna Balasubramanian, Niranjan Balasubramanian
Association for Computational Linguistics (ACL), 2020
[paper] [code]
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Repurposing Entailment for Multi-Hop Question Answering Tasks conference
Harsh Trivedi, Heeyoung Kwon, Tushar Khot, Ashish Sabharwal, Niranjan Balasubramanian
North American Chapter of the Association for Computational Linguistics (NAACL), 2019
[paper] [code] [slides] [bib]
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Controlling Information Aggregation for Complex Question Answering conference
Heeyoung Kwon, Harsh Trivedi, Peter Jansen, Mihai Surdeanu, Niranjan Balasubramanian
European Conference on Information Retrieval (ECIR), 2018
[paper] [poster] [bib]
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Noise Correction in Pairwise Document Preferences for Learning to Rank conference
Harsh Trivedi, Prasenjit Majumder
Asia Information Retrieval Societies (AIRS), 2016
[paper] [poster] [bib]