| Bloom: A 176b-parameter open-access multilingual language model BS Workshop, TL Scao, A Fan, C Akiki, E Pavlick, S Ilić, D Hesslow, ... arXiv preprint arXiv:2211.05100, 2022 | 1200* | 2022 |
| Spider: A large-scale human-labeled dataset for complex and cross-domain semantic parsing and text-to-sql task T Yu, R Zhang, K Yang, M Yasunaga, D Wang, Z Li, J Ma, I Li, Q Yao, ... arXiv preprint arXiv:1809.08887, 2018 | 884 | 2018 |
| 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 | 735 | 2022 |
| Graph-based neural multi-document summarization M Yasunaga, R Zhang, K Meelu, A Pareek, K Srinivasan, D Radev arXiv preprint arXiv:1706.06681, 2017 | 306 | 2017 |
| Improving text-to-sql evaluation methodology C Finegan-Dollak, JK Kummerfeld, L Zhang, K Ramanathan, ... arXiv preprint arXiv:1806.09029, 2018 | 283 | 2018 |
| Typesql: Knowledge-based type-aware neural text-to-sql generation T Yu, Z Li, Z Zhang, R Zhang, D Radev arXiv preprint arXiv:1804.09769, 2018 | 267 | 2018 |
| Unifiedskg: Unifying and multi-tasking structured knowledge grounding with text-to-text language models T Xie, CH Wu, P Shi, R Zhong, T Scholak, M Yasunaga, CS Wu, M Zhong, ... arXiv preprint arXiv:2201.05966, 2022 | 241* | 2022 |
| Syntaxsqlnet: Syntax tree networks for complex and cross-domaintext-to-sql task T Yu, M Yasunaga, K Yang, R Zhang, D Wang, Z Li, D Radev arXiv preprint arXiv:1810.05237, 2018 | 210 | 2018 |
| Scisummnet: A large annotated corpus and content-impact models for scientific paper summarization with citation networks M Yasunaga, J Kasai, R Zhang, AR Fabbri, I Li, D Friedman, DR Radev Proceedings of the AAAI conference on artificial intelligence 33 (01), 7386-7393, 2019 | 205 | 2019 |
| Sparc: Cross-domain semantic parsing in context T Yu, R Zhang, M Yasunaga, YC Tan, XV Lin, S Li, H Er, I Li, B Pang, ... arXiv preprint arXiv:1906.02285, 2019 | 174* | 2019 |
| Dart: Open-domain structured data record to text generation L Nan, D Radev, R Zhang, A Rau, A Sivaprasad, C Hsieh, X Tang, A Vyas, ... arXiv preprint arXiv:2007.02871, 2020 | 162* | 2020 |
| Dependency sensitive convolutional neural networks for modeling sentences and documents R Zhang, H Lee, D Radev arXiv preprint arXiv:1611.02361, 2016 | 156 | 2016 |
| Editing-based SQL query generation for cross-domain context-dependent questions R Zhang, T Yu, HY Er, S Shim, E Xue, XV Lin, T Shi, C Xiong, R Socher, ... arXiv preprint arXiv:1909.00786, 2019 | 151* | 2019 |
| Selective annotation makes language models better few-shot learners H Su, J Kasai, CH Wu, W Shi, T Wang, J Xin, R Zhang, M Ostendorf, ... arXiv preprint arXiv:2209.01975, 2022 | 134* | 2022 |
| CONTaiNER: Few-shot named entity recognition via contrastive learning SSS Das, A Katiyar, RJ Passonneau, R Zhang arXiv preprint arXiv:2109.07589, 2021 | 121 | 2021 |
| Neural coreference resolution with deep biaffine attention by joint mention detection and mention clustering R Zhang, CN Santos, M Yasunaga, B Xiang, D Radev arXiv preprint arXiv:1805.04893, 2018 | 85 | 2018 |
| Cosql: A conversational text-to-sql challenge towards cross-domain natural language interfaces to databases T Yu, R Zhang, HY Er, S Li, E Xue, B Pang, XV Lin, YC Tan, T Shi, Z Li, ... arXiv preprint arXiv:1909.05378, 2019 | 81 | 2019 |
| Folio: Natural language reasoning with first-order logic S Han, H Schoelkopf, Y Zhao, Z Qi, M Riddell, L Benson, L Sun, E Zubova, ... arXiv preprint arXiv:2209.00840, 2022 | 79* | 2022 |
| Summ^ n: A multi-stage summarization framework for long input dialogues and documents Y Zhang, A Ni, Z Mao, CH Wu, C Zhu, B Deb, AH Awadallah, D Radev, ... arXiv preprint arXiv:2110.10150, 2021 | 76 | 2021 |
| Score: Pre-training for context representation in conversational semantic parsing T Yu, R Zhang, A Polozov, C Meek, AH Awadallah International Conference on Learning Representations, 2020 | 71 | 2020 |
Dragomir RadevProfessor, Computer Science, Yale UniversityVerified email at yale.edu
