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2020 – today
- 2024
[i13]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:
Can Long-Context Language Models Subsume Retrieval, RAG, SQL, and More? CoRR abs/2406.13121 (2024)- 2023
- [b1]Dheeru Dua:
Inducing Symbolic Characteristics in Neural Question-Answering Systems via Data Interventions. University of California, Irvine, USA, 2023 - [c14]Dheeru Dua, Emma Strubell, Sameer Singh, Pat Verga:
To Adapt or to Annotate: Challenges and Interventions for Domain Adaptation in Open-Domain Question Answering. ACL (1) 2023: 14429-14446 - 2022
- [c13]Dheeru Dua, Shivanshu Gupta, Sameer Singh, Matt Gardner:
Successive Prompting for Decomposing Complex Questions. EMNLP 2022: 1251-1265 - [c12]Dheeru Dua, Shruti Bhosale, Vedanuj Goswami, James Cross, Mike Lewis, Angela Fan:
Tricks for Training Sparse Translation Models. NAACL-HLT 2022: 3340-3345 - [i12]Dheeru Dua, Shivanshu Gupta, Sameer Singh, Matt Gardner:
Successive Prompting for Decomposing Complex Questions. CoRR abs/2212.04092 (2022) - [i11]Dheeru Dua, Emma Strubell, Sameer Singh, Pat Verga:
To Adapt or to Annotate: Challenges and Interventions for Domain Adaptation in Open-Domain Question Answering. CoRR abs/2212.10381 (2022) - 2021
- [c11]Dheeru Dua, Cícero Nogueira dos Santos, Patrick Ng, Ben Athiwaratkun, Bing Xiang, Matt Gardner, Sameer Singh:
Generative Context Pair Selection for Multi-hop Question Answering. EMNLP (1) 2021: 7009-7015 - [c10]Dheeru Dua, Pradeep Dasigi, Sameer Singh, Matt Gardner:
Learning with Instance Bundles for Reading Comprehension. EMNLP (1) 2021: 7347-7357 - [i10]Dheeru Dua, Pradeep Dasigi, Sameer Singh, Matt Gardner:
Learning with Instance Bundles for Reading Comprehension. CoRR abs/2104.08735 (2021) - [i9]Dheeru Dua, Cícero Nogueira dos Santos, Patrick Ng, Ben Athiwaratkun, Bing Xiang, Matt Gardner, Sameer Singh:
Generative Context Pair Selection for Multi-hop Question Answering. CoRR abs/2104.08744 (2021) - [i8]Dheeru Dua, Shruti Bhosale, Vedanuj Goswami, James Cross, Mike Lewis, Angela Fan:
Tricks for Training Sparse Translation Models. CoRR abs/2110.08246 (2021) - 2020
- [c9]Ananth Gottumukkala, Dheeru Dua, Sameer Singh, Matt Gardner:
Dynamic Sampling Strategies for Multi-Task Reading Comprehension. ACL 2020: 920-924 - [c8]Dheeru Dua, Sameer Singh, Matt Gardner:
Benefits of Intermediate Annotations in Reading Comprehension. ACL 2020: 5627-5634 - [c7]Qiang Ning, Hao Wu, Pradeep Dasigi, Dheeru Dua, Matt Gardner, Robert L. Logan IV, Ana Marasovic, Zhen Nie:
Easy, Reproducible and Quality-Controlled Data Collection with CROWDAQ. EMNLP (Demos) 2020: 127-134 - [c6]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:
Evaluating Models' Local Decision Boundaries via Contrast Sets. EMNLP (Findings) 2020: 1307-1323 - [i7]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:
Evaluating NLP Models via Contrast Sets. CoRR abs/2004.02709 (2020) - [i6]Qiang Ning, Hao Wu, Pradeep Dasigi, Dheeru Dua, Matt Gardner, Robert L. Logan IV, Ana Marasovic, Zhen Nie:
Easy, Reproducible and Quality-Controlled Data Collection with Crowdaq. CoRR abs/2010.06694 (2020)
2010 – 2019
- 2019
- [c5]Dheeru Dua, Ananth Gottumukkala, Alon Talmor, Sameer Singh, Matt Gardner:
Comprehensive Multi-Dataset Evaluation of Reading Comprehension. MRQA@EMNLP 2019: 147-153 - [c4]Jun Seok Kang, Robert L. Logan IV, Zewei Chu, Yang Chen, Dheeru Dua, Kevin Gimpel, Sameer Singh, Niranjan Balasubramanian:
PoMo: Generating Entity-Specific Post-Modifiers in Context. NAACL-HLT (1) 2019: 826-838 - [c3]Dheeru Dua, Yizhong Wang, Pradeep Dasigi, Gabriel Stanovsky, Sameer Singh, Matt Gardner:
DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs. NAACL-HLT (1) 2019: 2368-2378 - [i5]Dheeru Dua, Yizhong Wang, Pradeep Dasigi, Gabriel Stanovsky, Sameer Singh, Matt Gardner:
DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs. CoRR abs/1903.00161 (2019) - [i4]Jun Seok Kang, Robert L. Logan IV, Zewei Chu, Yang Chen, Dheeru Dua, Kevin Gimpel, Sameer Singh, Niranjan Balasubramanian:
PoMo: Generating Entity-Specific Post-Modifiers in Context. CoRR abs/1904.03111 (2019) - [i3]Dheeru Dua, Ananth Gottumukkala, Alon Talmor, Sameer Singh, Matt Gardner:
ORB: An Open Reading Benchmark for Comprehensive Evaluation of Machine Reading Comprehension. CoRR abs/1912.12598 (2019) - 2018
- [c2]Zhengli Zhao, Dheeru Dua, Sameer Singh:
Generating Natural Adversarial Examples. ICLR (Poster) 2018 - 2017
- [i2]Zhengli Zhao, Dheeru Dua, Sameer Singh:
Generating Natural Adversarial Examples. CoRR abs/1710.11342 (2017) - 2016
- [c1]Dheeru Dua, Bhawna Juneja, Sanchit Agarwal, Kotaro Sakamoto, Di Wang, Teruko Mitamura:
CMUQA: Multiple-Choice Question Answering at NTCIR-12 QA Lab-2 Task. NTCIR 2016 - 2015
- [i1]Zhengzhong Liu, Jun Araki, Dheeru Dua, Teruko Mitamura, Eduard H. Hovy:
CMU-LTI at KBP 2015 Event Track. TAC 2015
Coauthor Index
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