Dheeru Dua

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 26

Top Topics

Sampling Strategies

Reading Comprehension

Translation Model

Top Venues

Publications

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 (2024)
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)
Dheeru Dua, Shivanshu Gupta, Sameer Singh, Matt Gardner
Successive Prompting for Decomposing Complex Questions. EMNLP (2022)
Dheeru Dua, Shruti Bhosale, Vedanuj Goswami, James Cross, Mike Lewis, Angela Fan
Tricks for Training Sparse Translation Models. NAACL-HLT (2022)
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 (2022)
Dheeru Dua, Shivanshu Gupta, Sameer Singh, Matt Gardner
Successive Prompting for Decomposing Complex Questions. CoRR (2022)
Dheeru Dua, Pradeep Dasigi, Sameer Singh, Matt Gardner
Learning with Instance Bundles for Reading Comprehension. EMNLP (1) (2021)
Dheeru Dua, Pradeep Dasigi, Sameer Singh, Matt Gardner
Learning with Instance Bundles for Reading Comprehension. CoRR (2021)
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)
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 (2021)
Dheeru Dua, Shruti Bhosale, Vedanuj Goswami, James Cross, Mike Lewis, Angela Fan
Tricks for Training Sparse Translation Models. CoRR (2021)
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 (2020)
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)
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 (2020)
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)
Ananth Gottumukkala, Dheeru Dua, Sameer Singh, Matt Gardner
Dynamic Sampling Strategies for Multi-Task Reading Comprehension. ACL (2020)
Dheeru Dua, Sameer Singh, Matt Gardner
Benefits of Intermediate Annotations in Reading Comprehension. ACL (2020)
Dheeru Dua, Yizhong Wang, Pradeep Dasigi, Gabriel Stanovsky, Sameer Singh, Matt Gardner
DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs. CoRR (2019)
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 (2019)
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)
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)
Dheeru Dua, Ananth Gottumukkala, Alon Talmor, Sameer Singh, Matt Gardner
Comprehensive Multi-Dataset Evaluation of Reading Comprehension. MRQA@EMNLP (2019)
Dheeru Dua, Ananth Gottumukkala, Alon Talmor, Sameer Singh, Matt Gardner
ORB: An Open Reading Benchmark for Comprehensive Evaluation of Machine Reading Comprehension. CoRR (2019)
Zhengli Zhao, Dheeru Dua, Sameer Singh
Generating Natural Adversarial Examples. ICLR (Poster) (2018)
Zhengli Zhao, Dheeru Dua, Sameer Singh
Generating Natural Adversarial Examples. CoRR (2017)
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)
Zhengzhong Liu, Jun Araki, Dheeru Dua, Teruko Mitamura, Eduard H. Hovy
CMU-LTI at KBP 2015 Event Track. TAC (2015)