OPT: Open pre-trained transformer language models S Zhang, S Roller, N Goyal, M Artetxe, M Chen, S Chen, C Dewan, ... arXiv preprint arXiv:2205.01068, 2022 | 2582* | 2022 |
Multi-Hop Knowledge Graph Reasoning with Reward Shaping XV Lin, R Socher, C Xiong The 2018 Conference on Empirical Methods in Natural Language Processing, 2018 | 397 | 2018 |
GraPPa: Grammar-Augmented Pre-Training for Table Semantic Parsing T Yu, CS Wu, XV Lin, B Wang, YC Tan, X Yang, D Radev, R Socher, ... Proceedings of the 9th International Conference on Learning Representations …, 2021 | 218* | 2021 |
Bridging Textual and Tabular Data for Cross-Domain Text-to-SQL Semantic Parsing XV Lin, R Socher, C Xiong Findings of the 2020 Conference on Empirical Methods in Natural Language …, 2020 | 189 | 2020 |
OPT-IML: Scaling language model instruction meta learning through the lens of generalization S Iyer*, XV Lin*, R Pasunuru*, T Mihaylov, D Simig, P Yu, K Shuster, ... arXiv preprint arXiv:2212.12017, 2022 | 186* | 2022 |
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, ... The 57th Annual Meeting of the Association for Computational Linguistics, 2019 | 184* | 2019 |
Compositional Learning of Embeddings for Relation Paths in Knowledge Bases and Text K Toutanova, XV Lin, W Yih, H Poon, C Quirk The 54th Annual Meeting of the Association for Computational Linguistics 1 …, 2016 | 166 | 2016 |
DART: Open-domain structured data record to text generation N Linyong, R Dragomir, Z Rui, R Amrit, S Abhinand, H Chiachun, ... The 2021 Conference of the North American Chapter of the Association for …, 2021 | 165* | 2021 |
NL2Bash: A Corpus and Semantic Parser for Natural Language Interface to the Linux Operating System XV Lin, C Wang, L Zettlemoyer, MD Ernst The 11th International Conference on Language Resources and Evaluation, 2018 | 165 | 2018 |
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, ... The 2019 Conference on Empirical Methods in Natural Language Processing, 2019 | 155* | 2019 |
Few-shot Learning with Multilingual Generative Language Models XV Lin*, T Mihaylov, M Artetxe, T Wang, S Chen, D Simig, M Ott, N Goyal, ... Proceedings of the 2022 Conference on Empirical Methods in Natural Language …, 2022 | 153* | 2022 |
Efficient large scale language modeling with mixtures of experts M Artetxe, S Bhosale, N Goyal, T Mihaylov, M Ott, S Shleifer, XV Lin, J Du, ... Proceedings of the 2022 Conference on Empirical Methods in Natural Language …, 2022 | 129* | 2022 |
Lifting the curse of multilinguality by pre-training modular transformers J Pfeiffer, N Goyal, XV Lin, X Li, J Cross, S Riedel, M Artetxe Proceedings of the 2022 Conference of the North American Chapter of the …, 2022 | 104* | 2022 |
LEVER: Learning to verify language-to-code generation with execution A Ni, S Iyer, D Radev, V Stoyanov, W Yih, SI Wang*, XV Lin* Proceedings of the 2023 International Conference on Machine Learning, 2023 | 93 | 2023 |
Program Synthesis from Natural Language Using Recurrent Neural Networks XV Lin, C Wang, D Pang, K Vu, L Zettlemoyer, MD Ernst University of Washington Department of Computer Science and Engineering …, 2017 | 88 | 2017 |
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 | 87* | 2022 |
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, ... The 2019 Conference on Empirical Methods in Natural Language Processing, 2019 | 84 | 2019 |
Fetaqa: Free-form Table Question Answering L Nan, C Hsieh, Z Mao, XV Lin, N Verma, R Zhang, W Kryściński, ... Transactions of the Association for Computational Linguistics 10, 35-49, 2022 | 76* | 2022 |
Photon: A Robust Cross-Domain Text-to-SQL System J Zeng*, XV Lin*, C Xiong, R Socher, MR Lyu, I King, SCH Hoi Proceedings of the 58th Annual Meeting of the Association for Computational …, 2020 | 60* | 2020 |
Double-Hard Debias: Tailoring Word Embeddings for Gender Bias Mitigation T Wang, XV Lin, NF Rajani, B McCann, V Ordonez, C Xiong The 58th Annual Meeting of the Association for Computational Linguistics 1 …, 2020 | 60* | 2020 |