| UCI machine learning repository D Dua, C Graff | 16637* | 2017 |
| DROP: A reading comprehension benchmark requiring discrete reasoning over paragraphs D Dua, Y Wang, P Dasigi, G Stanovsky, S Singh, M Gardner NAACL 2019, 2019 | 961 | 2019 |
| Generating natural adversarial examples Z Zhao, D Dua, S Singh ICLR 2018, 2017 | 729 | 2017 |
| Evaluating models’ local decision boundaries via contrast sets M Gardner, Y Artzi, V Basmov, J Berant, B Bogin, S Chen, P Dasigi, D Dua, ... Proceedings of the 2020 Conference on Empirical Methods in Natural Language …, 2020 | 488 | 2020 |
| UCI machine learning repository [http://archive. ics. uci. edu/ml]. Irvine, CA: University of California, School of Information and Computer Science D Dua, C Graff IEEE transactions on pattern analysis and machine intelligence 1 (1), 1-29, 2019 | 119* | 2019 |
| Successive prompting for decomposing complex questions D Dua, S Gupta, S Singh, M Gardner EMNLP 2022, 2022 | 100 | 2022 |
| UCI Machine Learning Repository. University of California, School of Information and Computer Science, Irvine, CA (2017) D Dua, E Karra Taniskidou | 76 | 2018 |
| Generative adversarial network based modeling of text for natural language processing D Dua, CN dos Santos, B Zhou US Patent 11,281,976, 2022 | 44* | 2022 |
| Benefits of intermediate annotations in reading comprehension D Dua, S Singh, M Gardner Proceedings of the 58th Annual Meeting of the Association for Computational …, 2020 | 31 | 2020 |
| Orb: An open reading benchmark for comprehensive evaluation of machine reading comprehension D Dua, A Gottumukkala, A Talmor, S Singh, M Gardner arXiv preprint arXiv:1912.12598, 2019 | 25* | 2019 |
| Tricks for Training Sparse Translation Models D Dua, S Bhosale, V Goswami, J Cross, M Lewis, A Fan NAACL 2022, 2021 | 24 | 2021 |
| Can Long-Context Language Models Subsume Retrieval, RAG, SQL, and More? J Lee, A Chen, Z Dai, D Dua, DS Sachan, M Boratko, Y Luan, SMR Arnold, ... arXiv preprint arXiv:2406.13121, 2024 | 19 | 2024 |
| Easy, reproducible and quality-controlled data collection with CROWDAQ Q Ning, H Wu, P Dasigi, D Dua, M Gardner, RL Logan IV, A Marasovic, ... arXiv preprint arXiv:2010.06694, 2020 | 17 | 2020 |
| Dynamic sampling strategies for multi-task reading comprehension A Gottumukkala, D Dua, S Singh, M Gardner Proceedings of the 58th Annual Meeting of the Association for Computational …, 2020 | 16 | 2020 |
| PoMo: Generating entity-specific post-modifiers in context JS Kang, RL Logan IV, Z Chu, Y Chen, D Dua, K Gimpel, S Singh, ... NAACL 2019, 2019 | 13 | 2019 |
| Learning with instance bundles for reading comprehension D Dua, P Dasigi, S Singh, M Gardner EMNLP 2021, 2021 | 11 | 2021 |
| CMU-LTI at KBP 2015 Event Track. Z Liu, J Araki, D Dua, T Mitamura, EH Hovy TAC, 2015 | 8 | 2015 |
| To Adapt or to Annotate: Challenges and Interventions for Domain Adaptation in Open-Domain Question Answering D Dua, E Strubell, S Singh, P Verga ACL 2023, 2022 | 5 | 2022 |
| Generative Context Pair Selection for Multi-hop Question Answering D Dua, CN Santos, P Ng, B Athiwaratkun, B Xiang, M Gardner, S Singh EMNLP 2021, 2021 | 4 | 2021 |
| Zotbot: Using reading comprehension and commonsense reasoning in conversational agents W Schallock, D Agress, Y Du, D Dua, L Hu, Y Matsubara, S Singh Alexa prize proceedings, 2020 | 2 | 2020 |
Sameer SinghProfessor, UC Irvine | CTO, Spiffy AIPatvirtintas el. paštas uci.edu