Publications
-
Decomposed Prompting: A Modular Approach for Solving Complex Tasks conference
Tushar Khot, Harsh Trivedi, Matthew Finlayson, Yao Fu, Kyle Richardson, Peter Clark, Ashish Sabharwal
International Conference on Learning Representations (ICLR) 2023
[paper]
-
Two-Turn Debate Does Not Help Humans Answer Hard Reading-Comprehension Questions workshop best paper award
Alicia Parrish*, Harsh Trivedi*, Nikita Nangia, Vishakh Padmakumar, Jason Phang,
Amanpreet Singh Saimbhi, Samuel R. Bowman
NeurIPS ML Safety Workshop at (NeurIPS) 2022
[paper]
-
Teaching Broad Reasoning Skills for Multi-Step QA by Generating Hard Contexts conference
Harsh Trivedi, Niranjan Balasubramanian, Tushar Khot, Ashish Sabharwal
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
[paper]
[data]
-
MuSiQue: Multihop Questions via Single-hop Question Composition journal
Harsh Trivedi, Niranjan Balasubramanian, Tushar Khot, Ashish Sabharwal
Transactions of the Association for Computational Linguistics (TACL), to be presented in NAACL 2022
[paper]
[code]
[bib]
-
Single-Turn Debate Does Not Help Humans Answer Hard Reading-Comprehension Questions workshop
Alicia Parrish*, Harsh Trivedi*, Ethan Perez, Angelica Chen, Nikita Nangia, Jason Phang, Samuel R. Bowman
The First Workshop on Learning with Natural Language Supervision at ACL 2022
[paper]
[data]
-
Summarize-then-Answer: Generating Concise Explanations for Multi-hop Reading Comprehension conference
Naoya Inoue, Harsh Trivedi, Steven Sinha, Niranjan Balasubramanian, Kentaro Inui
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
[paper]
[code]
[bib]
-
IrEne-viz: Visualizing Energy Consumption of Transformer Models demo
Yash Kumar Lal, Reetu Singh, Harsh Trivedi, Qingqing Cao, Aruna Balasubramanian, Niranjan Balasubramanian
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
[paper]
[code]
[bib]
-
What Ingredients Make for an Effective Crowdsourcing Protocol for Difficult NLU Data Collection Tasks? conference
Nikita Nangia*, Saku Sugawara*, Harsh Trivedi, Alex Warstadt, Clara Vania, Samuel R. Bowman
Association for Computational Linguistics (ACL), 2021
[paper]
[code]
[bib]
-
IrEne: Interpretable Energy Prediction for Transformers conference
Qingqing Cao, Yash Kumar Lal, Harsh Trivedi, Aruna Balasubramanian, Niranjan Balasubramanian
Association for Computational Linguistics (ACL), 2021
[paper]
[code]
[bib]
-
Is Multihop QA in DiRe Condition? Measuring and Reducing Disconnected Reasoning conference
Harsh Trivedi, Niranjan Balasubramanian, Tushar Khot, Ashish Sabharwal
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
[paper]
[video]
[code]
[slides]
[bib]
-
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]
[video]
[slides]
[code]
[bib]
-
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]
-
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]
* Equal contribution.