Dheeru Dua

According to our database, Dheeru Dua authored at least 19 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Can Long-Context Language Models Subsume Retrieval, RAG, SQL, and More?

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

CoRR, 2024

2023

Inducing Symbolic Characteristics in Neural Question-Answering Systems via Data Interventions

Dheeru Dua

PhD thesis, 2023

To Adapt or to Annotate: Challenges and Interventions for Domain Adaptation in Open-Domain Question Answering.

Dheeru Dua, Emma Strubell, Sameer Singh, Pat Verga

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Tricks for Training Sparse Translation Models.

Dheeru Dua, Shruti Bhosale, Vedanuj Goswami, James Cross, Mike Lewis, Angela Fan

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Successive Prompting for Decomposing Complex Questions.

Dheeru Dua, Shivanshu Gupta, Sameer Singh, Matt Gardner

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2021

Generative Context Pair Selection for Multi-hop Question Answering.

Dheeru Dua, Cícero Nogueira dos Santos, Patrick Ng, Ben Athiwaratkun, Bing Xiang, Matt Gardner, Sameer Singh

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Learning with Instance Bundles for Reading Comprehension.

Dheeru Dua, Pradeep Dasigi, Sameer Singh, Matt Gardner

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020

Evaluating NLP Models via Contrast Sets.

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

CoRR, 2020

Easy, Reproducible and Quality-Controlled Data Collection with CROWDAQ.

Qiang Ning, Hao Wu, Pradeep Dasigi, Dheeru Dua, Matt Gardner, Robert L. Logan IV, Ana Marasovic, Zhen Nie

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 2020

Evaluating Models' Local Decision Boundaries via Contrast Sets.

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

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Dynamic Sampling Strategies for Multi-Task Reading Comprehension.

Ananth Gottumukkala, Dheeru Dua, Sameer Singh, Matt Gardner

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Benefits of Intermediate Annotations in Reading Comprehension.

Dheeru Dua, Sameer Singh, Matt Gardner

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

ORB: An Open Reading Benchmark for Comprehensive Evaluation of Machine Reading Comprehension.

Dheeru Dua, Ananth Gottumukkala, Alon Talmor, Sameer Singh, Matt Gardner

CoRR, 2019

PoMo: Generating Entity-Specific Post-Modifiers in Context.

Jun Seok Kang, Robert L. Logan IV, Zewei Chu, Yang Chen, Dheeru Dua, Kevin Gimpel, Sameer Singh, Niranjan Balasubramanian

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs.

Dheeru Dua, Yizhong Wang, Pradeep Dasigi, Gabriel Stanovsky, Sameer Singh, Matt Gardner

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Comprehensive Multi-Dataset Evaluation of Reading Comprehension.

Dheeru Dua, Ananth Gottumukkala, Alon Talmor, Sameer Singh, Matt Gardner

Proceedings of the 2nd Workshop on Machine Reading for Question Answering, 2019

2018

Generating Natural Adversarial Examples.

Zhengli Zhao, Dheeru Dua, Sameer Singh

Proceedings of the 6th International Conference on Learning Representations, 2018

2016

CMUQA: Multiple-Choice Question Answering at NTCIR-12 QA Lab-2 Task.

Dheeru Dua, Bhawna Juneja, Sanchit Agarwal, Kotaro Sakamoto, Di Wang, Teruko Mitamura

Proceedings of the 12th NTCIR Conference on Evaluation of Information Access Technologies, 2016

2015

CMU-LTI at KBP 2015 Event Track.

Zhengzhong Liu, Jun Araki, Dheeru Dua, Teruko Mitamura, Eduard H. Hovy

Proceedings of the 2015 Text Analysis Conference, 2015