Can llm already serve as a database interface? a big bench for large-scale database grounded text-to-sqls J Li, B Hui, KCC … Chang, F Huang, R Cheng, Y Li*
NeurIPS 2023, 2023
333 2023 Induction networks for few-shot text classification R Geng, B Li, Y Li*, X Zhu, P Jian, J Sun
EMNLP 2019, 2019
268 2019 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
201 * 2023 Preference ranking optimization for human alignment F Song, B Yu, M Li, H Yu, F Huang, Y Li, H Wang
AAAI 2024, 2024
196 2024 Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch L Yu, B Yu, H Yu, F Huang, Y Li*
ICML 2024, 2023
168 2023 UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion Recognition G Hu, TE Lin, Y Zhao, G Lu, Y Wu, Y Li*
EMNLP 2022, 2022
158 2022 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, ..., Y Li*
AAAI 2022, 2022
148 * 2022 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
111 2023 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
106 2023 S B Hui, R Geng, L Wang, B Qin, B Li, J Sun, Y Li*
ACL 2022, 2022
87 2022 Dynamic memory induction networks for few-shot text classification R Geng, B Li, Y Li*, J Sun, X Zhu
ACL 2020, 2020
87 2020 Wider and deeper llm networks are fairer llm evaluators X Zhang, B Yu, H Yu, Y Lv, T Liu, F Huang, H Xu, Y Li
arXiv preprint arXiv:2308.01862, 2023
82 2023 A Survey on Text-to-SQL Parsing: Concepts, Methods, and Future Directions B Qin, B Hui, ..., L Si, F Huang, Y Li*
TKDE 2022, 2022
81 2022 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
63 * 2021 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
58 * 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
54 2021 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
50 2022 Proton: Probing schema linking information from pre-trained language models for text-to-sql parsing L Wang, B Qin, B Hui, ..., Y Li*
KDD 2022, 2022
48 2022 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
42 2021 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
38 2020 
Fei HuangCarnegie Mellon University, IBM Research, Facebook, Alibaba DAMO AcademyEmail verificata su alibaba-inc.com