| 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 | 556* | 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 | 285 | 2018 |
| 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 | 155 | 2016 |
| 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 | 137* | 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 | 130 | 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 | 114* | 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, ... The 57th Annual Meeting of the Association for Computational Linguistics, 2019 | 114* | 2019 |
| Bridging Textual and Tabular Data for Cross-Domain Text-to-SQL Semantic Parsing XV Lin, R Socher, C Xiong Findings of the Association for Computational Linguistics: EMNLP 2020, 2020 | 111 | 2020 |
| 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 | 95* | 2021 |
| 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 | 82 | 2017 |
| 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 | 60 | 2019 |
| 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, ... arXiv preprint arXiv:2112.10684, 2021 | 53* | 2021 |
| 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 | 45* | 2022 |
| Photon: A Robust Cross-Domain Text-to-SQL System J Zeng, XV Lin, C Xiong, R Socher, MR Lyu, I King, SCH Hoi arXiv preprint arXiv:2007.15280, 2020 | 44* | 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 | 44* | 2020 |
| Learning to Synthesize Data for Semantic Parsing B Wang, W Yin, XV Lin, C Xiong The 2021 Conference of the North American Chapter of the Association for …, 2021 | 35 | 2021 |
| Lifting the curse of multilinguality by pre-training modular transformers J Pfeiffer, N Goyal, XV Lin, X Li, J Cross, S Riedel, M Artetxe arXiv preprint arXiv:2205.06266, 2022 | 28* | 2022 |
| 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, T Wang, ... arXiv preprint arXiv:2212.12017, 2022 | 27* | 2022 |
| 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 | 26* | 2022 |
| Multi-hop knowledge graph reasoning with reward shaping XV Lin, C Xiong, R Socher US Patent 11,631,009, 2023 | 16 | 2023 |
Tao YuAssistant Professor, Computer Science, University of Hong KongVerified email at cs.hku.hk
