Self-instruct: Aligning language models with self-generated instructions Y Wang, Y Kordi, S Mishra, A Liu, NA Smith, D Khashabi, H Hajishirzi arXiv preprint arXiv:2212.10560, 2022 | 1086 | 2022 |
Beyond the imitation game: Quantifying and extrapolating the capabilities of language models A Srivastava, A Rastogi, A Rao, AAM Shoeb, A Abid, A Fisch, AR Brown, ... arXiv preprint arXiv:2206.04615, 2022 | 815 | 2022 |
UnifiedQA: Crossing Format Boundaries with a Single QA System D Khashabi, S Min, T Khot, A Sabharwal, O Tafjord, P Clark, H Hajishirzi EMNLP - Findings, 2020 | 623* | 2020 |
Cross-task generalization via natural language crowdsourcing instructions S Mishra, D Khashabi, C Baral, H Hajishirzi ACL, 2022 | 508 | 2022 |
Looking beyond the surface: A challenge set for reading comprehension over multiple sentences D Khashabi, S Chaturvedi, M Roth, S Upadhyay, D Roth NAACL, 2018 | 493 | 2018 |
Evaluating models’ local decision boundaries via contrast sets M Gardner, Y Artzi, V Basmov, J Berant, B Bogin, S Chen, P Dasigi, D Dua, ... EMNLP - Findings, 2020 | 446 | 2020 |
Super-naturalinstructions: Generalization via declarative instructions on 1600+ nlp tasks Y Wang, S Mishra, P Alipoormolabashi, Y Kordi, A Mirzaei, A Arunkumar, ... arXiv preprint arXiv:2204.07705, 2022 | 425* | 2022 |
Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies M Geva, D Khashabi, E Segal, T Khot, D Roth, J Berant TACL, 2021 | 350 | 2021 |
Reframing Instructional Prompts to GPTk’s Language S Mishra, D Khashabi, C Baral, Y Choi, H Hajishirzi ACL - Findings, 2022 | 171 | 2022 |
"Going on a vacation" takes longer than "Going for a walk": A Study of Temporal Commonsense Understanding B Zhou, D Khashabi, Q Ning, D Roth EMNLP, 2019 | 170 | 2019 |
Combining retrieval, statistics, and inference to answer elementary science questions. P Clark, O Etzioni, T Khot, A Sabharwal, O Tafjord, PD Turney, ... AAAI, 2016 | 170 | 2016 |
Findings of the 2021 conference on machine translation (WMT21) A Farhad, A Arkady, B Magdalena, B Ondřej, C Rajen, C Vishrav, ... Proceedings of the Sixth Conference on Machine Translation, 1-88, 2021 | 160 | 2021 |
When not to trust language models: Investigating effectiveness of parametric and non-parametric memories A Mallen, A Asai, V Zhong, R Das, D Khashabi, H Hajishirzi arXiv preprint arXiv:2212.10511, 2022 | 158 | 2022 |
Neurologic a* esque decoding: Constrained text generation with lookahead heuristics X Lu, S Welleck, P West, L Jiang, J Kasai, D Khashabi, RL Bras, L Qin, ... arXiv preprint arXiv:2112.08726, 2021 | 124 | 2021 |
Joint demosaicing and denoising via learned nonparametric random fields D Khashabi, S Nowozin, J Jancsary, AW Fitzgibbon IEEE Transactions on Image Processing (TIP), 2014 | 117 | 2014 |
Seeing things from a different angle: Discovering diverse perspectives about claims S Chen, D Khashabi, W Yin, C Callison-Burch, D Roth NAACL, 2019 | 116 | 2019 |
Solving hard coreference problems H Peng, D Khashabi, D Roth NAACL, 2015 | 115* | 2015 |
Question answering via integer programming over semi-structured knowledge D Khashabi, T Khot, A Sabharwal, P Clark, O Etzioni, D Roth IJCAI, 2016 | 112 | 2016 |
From ‘F’ to ‘A’ on the NY Regents Science Exams: An Overview of the Aristo Project P Clark, O Etzioni, T Khot, D Khashabi, B Mishra, K Richardson, ... AI Magazine 41, 39-53, 2020 | 111 | 2020 |
Online learning with adversarial delays K Quanrud, D Khashabi NourIPS, 2015 | 105 | 2015 |