| Induction networks for few-shot text classification R Geng, B Li, Y Li*, X Zhu, P Jian, J Sun EMNLP 2019, 2019 | 205* | 2019 |
| SPACE: A generative pre-trained model for task-oriented dialog with semi-supervised learning and explicit policy injection W He, Y Dai, Y Zheng, Y Wu, Z Cao, D Liu, P Jiang, M Yang, F Huang, ... AAAI 2022, 2022 | 98* | 2022 |
| Dynamic memory induction networks for few-shot text classification R Geng, B Li, Y Li*, J Sun, X Zhu ACL 2020, 2020 | 65 | 2020 |
| Dynamic hybrid relation network for cross-domain context-dependent semantic parsing B Hui, R Geng, Q Ren, B Li, Y Li*, J Sun, F Huang, L Si, P Zhu, X Zhu AAAI 2021, 2021 | 49* | 2021 |
| S SQL: Injecting Syntax to Question-Schema Interaction Graph Encoder for Text-to-SQL Parsers B Hui, R Geng, L Wang, B Qin, B Li, J Sun, Y Li* ACL 2022, 2022 | 45 | 2022 |
| Preview, Attend and Review: Schema-Aware Curriculum Learning for Multi-Domain Dialog State Tracking Y Dai, H Li, Y Li*, J Sun, F Huang, L Si, X Zhu ACL 2021, 2021 | 45 | 2021 |
| Api-bank: A benchmark for tool-augmented llms M Li, F Song, B Yu, H Yu, Z Li, F Huang, Y Li* EMNLP 2023, 2023 | 39 | 2023 |
| SPACE-3: Unified Dialog Model Pre-training for Task-Oriented Dialog Understanding and Generation W He, Y Dai, M Yang, J Sun, F Huang, L Si, Y Li* SIGIR 2022, 2022 | 35* | 2022 |
| UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion Recognition G Hu, TE Lin, Y Zhao, G Lu, Y Wu, Y Li* EMNLP 2022, 2022 | 33 | 2022 |
| Learning low-resource end-to-end goal-oriented dialog for fast and reliable system deployment Y Dai, H Li, C Tang, Y Li*, J Sun, X Zhu ACL 2020, 2020 | 28 | 2020 |
| Can llm already serve as a database interface? a big bench for large-scale database grounded text-to-sqls J Li, B Hui, G Qu, B Li, J Yang, B Li, B Wang, B Qin, R Cao, R Geng, ... NeurIPS 2023, 2023 | 26* | 2023 |
| Improving text-to-sql with schema dependency learning B Hui, X Shi, R Geng, B Li, Y Li*, J Sun, X Zhu arXiv preprint arXiv:2103.04399, 2021 | 26 | 2021 |
| Preference ranking optimization for human alignment F Song, B Yu, M Li, H Yu, F Huang, Y Li, H Wang arXiv preprint arXiv:2306.17492, 2023 | 24 | 2023 |
| A Survey on Text-to-SQL Parsing: Concepts, Methods, and Future Directions B Qin, B Hui, L Wang, M Yang, J Li, B Li, R Geng, R Cao, J Sun, L Si, ... TKDE 2022, 2022 | 24 | 2022 |
| Proton: Probing schema linking information from pre-trained language models for text-to-sql parsing L Wang, B Qin, B Hui, B Li, M Yang, B Wang, B Li, J Sun, F Huang, L Si, ... KDD 2022, 1889-1898, 2022 | 24 | 2022 |
| Graphix-T5: Mixing Pre-Trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing J Li, B Hui, R Cheng, B Qin, C Ma, N Huo, F Huang, W Du, L Si, Y Li* AAAI 2023, 2023 | 22 | 2023 |
| SPACE-2: Tree-Structured Semi-Supervised Contrastive Pre-training for Task-Oriented Dialog Understanding W He, Y Dai, B Hui, M Yang, Z Cao, J Dong, F Huang, L Si, Y Li* COLING 2022, 2022 | 21 | 2022 |
| A survey on neural open information extraction: Current status and future directions S Zhou, B Yu, A Sun, C Long, J Li, H Yu, J Sun, Y Li IJCAI 2022, 2022 | 18 | 2022 |
| A survey on dialog management: Recent advances and challenges Y Dai, H Yu, Y Jiang, C Tang, Y Li*, J Sun arXiv preprint arXiv:2005.02233, 2020 | 18 | 2020 |
| Large Language Models are Versatile Decomposers: Decompose Evidence and Questions for Table-based Reasoning Y Ye, B Hui, M Yang, B Li, F Huang, Y Li* SIGIR 2023, 2023 | 17 | 2023 |
Fei HuangCarnegie Mellon University, IBM Research, Facebook, Alibaba DAMO AcademyVerified email at alibaba-inc.com
