Dheeru Dua

30 papers A* 3Journal 13Unranked 13
YearRankTypeTitle / Venue / Authors
2025 J jnl
Don't lie to your friends: Learning what you know from collaborative self-play.
CoRR
Jacob Eisenstein, Reza Aghajani, Adam Fisch, Dheeru Dua, Fantine Huot, Mirella Lapata, Vicky Zayats, Jonathan Berant
2025 — conf
LOFT: Scalable and More Realistic Long-Context Evaluation.
NAACL (Findings)
Jinhyuk Lee, Anthony Chen, Zhuyun Dai, Dheeru Dua, Devendra Singh Sachan, Michael Boratko, Yi Luan, Sébastien M. R. Arnold, Vincent Perot, Siddharth Dalmia, Hexiang Hu, Xudong Lin, Panupong Pasupat, Aida Amini, Jeremy R. Cole, Sebastian Riedel, Iftekhar Naim, Ming-Wei Chang, Kelvin Guu
2024 J jnl
Can Long-Context Language Models Subsume Retrieval, RAG, SQL, and More?
CoRR
Jinhyuk Lee, Anthony Chen, Zhuyun Dai, Dheeru Dua, Devendra Singh Sachan, Michael Boratko, Yi Luan, Sébastien M. R. Arnold, Vincent Perot, Siddharth Dalmia, Hexiang Hu, Xudong Lin, Panupong Pasupat, Aida Amini, Jeremy R. Cole, Sebastian Riedel, Iftekhar Naim, Ming-Wei Chang, Kelvin Guu
2023 — —
Inducing Symbolic Characteristics in Neural Question-Answering Systems via Data Interventions
Dheeru Dua
2023 — conf
To Adapt or to Annotate: Challenges and Interventions for Domain Adaptation in Open-Domain Question Answering.
ACL (1)
Dheeru Dua, Emma Strubell, Sameer Singh, Pat Verga
2022 A* conf
Successive Prompting for Decomposing Complex Questions.
EMNLP
Dheeru Dua, Shivanshu Gupta, Sameer Singh, Matt Gardner
2022 J jnl
Successive Prompting for Decomposing Complex Questions.
CoRR
Dheeru Dua, Shivanshu Gupta, Sameer Singh, Matt Gardner
2022 J jnl
To Adapt or to Annotate: Challenges and Interventions for Domain Adaptation in Open-Domain Question Answering.
CoRR
Dheeru Dua, Emma Strubell, Sameer Singh, Pat Verga
2022 — conf
Tricks for Training Sparse Translation Models.
NAACL-HLT
Dheeru Dua, Shruti Bhosale, Vedanuj Goswami, James Cross, Mike Lewis, Angela Fan
2021 — conf
Generative Context Pair Selection for Multi-hop Question Answering.
EMNLP (1)
Dheeru Dua, Cícero Nogueira dos Santos, Patrick Ng, Ben Athiwaratkun, Bing Xiang, Matt Gardner, Sameer Singh
2021 J jnl
Generative Context Pair Selection for Multi-hop Question Answering.
CoRR
Dheeru Dua, Cícero Nogueira dos Santos, Patrick Ng, Ben Athiwaratkun, Bing Xiang, Matt Gardner, Sameer Singh
2021 — conf
Learning with Instance Bundles for Reading Comprehension.
EMNLP (1)
Dheeru Dua, Pradeep Dasigi, Sameer Singh, Matt Gardner
2021 J jnl
Learning with Instance Bundles for Reading Comprehension.
CoRR
Dheeru Dua, Pradeep Dasigi, Sameer Singh, Matt Gardner
2021 J jnl
Tricks for Training Sparse Translation Models.
CoRR
Dheeru Dua, Shruti Bhosale, Vedanuj Goswami, James Cross, Mike Lewis, Angela Fan
2020 A* conf
Benefits of Intermediate Annotations in Reading Comprehension.
ACL
Dheeru Dua, Sameer Singh, Matt Gardner
2020 A* conf
Dynamic Sampling Strategies for Multi-Task Reading Comprehension.
ACL
Ananth Gottumukkala, Dheeru Dua, Sameer Singh, Matt Gardner
2020 — conf
Easy, Reproducible and Quality-Controlled Data Collection with CROWDAQ.
EMNLP (Demos)
Qiang Ning, Hao Wu, Pradeep Dasigi, Dheeru Dua, Matt Gardner, Robert L. Logan IV, Ana Marasovic, Zhen Nie
2020 J jnl
Easy, Reproducible and Quality-Controlled Data Collection with Crowdaq.
CoRR
Qiang Ning, Hao Wu, Pradeep Dasigi, Dheeru Dua, Matt Gardner, Robert L. Logan IV, Ana Marasovic, Zhen Nie
2020 — conf
Evaluating Models' Local Decision Boundaries via Contrast Sets.
EMNLP (Findings)
Matt Gardner, Yoav Artzi, Victoria Basmova, Jonathan Berant, Ben Bogin, Sihao Chen, Pradeep Dasigi, Dheeru Dua, Yanai Elazar, Ananth Gottumukkala, Nitish Gupta, Hannaneh Hajishirzi, Gabriel Ilharco, Daniel Khashabi, Kevin Lin, Jiangming Liu, Nelson F. Liu, Phoebe Mulcaire, Qiang Ning, Sameer Singh, Noah A. Smith, Sanjay Subramanian, Reut Tsarfaty, Eric Wallace, Ally Zhang, Ben Zhou
2020 J jnl
Evaluating NLP Models via Contrast Sets.
CoRR
Matt Gardner, Yoav Artzi, Victoria Basmova, Jonathan Berant, Ben Bogin, Sihao Chen, Pradeep Dasigi, Dheeru Dua, Yanai Elazar, Ananth Gottumukkala, Nitish Gupta, Hanna Hajishirzi, Gabriel Ilharco, Daniel Khashabi, Kevin Lin, Jiangming Liu, Nelson F. Liu, Phoebe Mulcaire, Qiang Ning, Sameer Singh, Noah A. Smith, Sanjay Subramanian, Reut Tsarfaty, Eric Wallace, Ally Zhang, Ben Zhou
2019 — conf
Comprehensive Multi-Dataset Evaluation of Reading Comprehension.
MRQA@EMNLP
Dheeru Dua, Ananth Gottumukkala, Alon Talmor, Sameer Singh, Matt Gardner
2019 — conf
DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs.
NAACL-HLT (1)
Dheeru Dua, Yizhong Wang, Pradeep Dasigi, Gabriel Stanovsky, Sameer Singh, Matt Gardner
2019 J jnl
DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs.
CoRR
Dheeru Dua, Yizhong Wang, Pradeep Dasigi, Gabriel Stanovsky, Sameer Singh, Matt Gardner
2019 J jnl
ORB: An Open Reading Benchmark for Comprehensive Evaluation of Machine Reading Comprehension.
CoRR
Dheeru Dua, Ananth Gottumukkala, Alon Talmor, Sameer Singh, Matt Gardner
2019 — conf
PoMo: Generating Entity-Specific Post-Modifiers in Context.
NAACL-HLT (1)
Jun Seok Kang, Robert L. Logan IV, Zewei Chu, Yang Chen, Dheeru Dua, Kevin Gimpel, Sameer Singh, Niranjan Balasubramanian
2019 J jnl
PoMo: Generating Entity-Specific Post-Modifiers in Context.
CoRR
Jun Seok Kang, Robert L. Logan IV, Zewei Chu, Yang Chen, Dheeru Dua, Kevin Gimpel, Sameer Singh, Niranjan Balasubramanian
2018 — conf
Generating Natural Adversarial Examples.
ICLR (Poster)
Zhengli Zhao, Dheeru Dua, Sameer Singh
2017 J jnl
Generating Natural Adversarial Examples.
CoRR
Zhengli Zhao, Dheeru Dua, Sameer Singh
2016 — conf
CMUQA: Multiple-Choice Question Answering at NTCIR-12 QA Lab-2 Task.
NTCIR
Dheeru Dua, Bhawna Juneja, Sanchit Agarwal, Kotaro Sakamoto, Di Wang, Teruko Mitamura
2015 — conf
CMU-LTI at KBP 2015 Event Track.
TAC
Zhengzhong Liu, Jun Araki, Dheeru Dua, Teruko Mitamura, Eduard H. Hovy