Induction networks for few-shot text classification R Geng, B Li, Y Li*, X Zhu, P Jian, J Sun EMNLP 2019, 2019 | 229* | 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, …, Y Li* AAAI 2022, 2022 | 122* | 2022 |
A survey on complex question answering over knowledge base: Recent advances and challenges B Fu, Y Qiu, C Tang, Y Li, H Yu, J Sun arXiv preprint arXiv:2007.13069, 2020 | 90 | 2020 |
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 | 85* | 2023 |
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 | 82* | 2023 |
Dynamic memory induction networks for few-shot text classification R Geng, B Li, Y Li*, J Sun, X Zhu ACL 2020, 2020 | 75 | 2020 |
Preference ranking optimization for human alignment F Song, B Yu, M Li, H Yu, F Huang, Y Li, H Wang AAAI 2024, 2023 | 74 | 2023 |
Relational learning with gated and attentive neighbor aggregator for few-shot knowledge graph completion G Niu, Y Li, C Tang, R Geng, J Dai, Q Liu, H Wang, J Sun, F Huang, L Si SIGIR 2021, 2021 | 69 | 2021 |
UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion Recognition G Hu, TE Lin, Y Zhao, G Lu, Y Wu, Y Li* EMNLP 2022, 2022 | 65 | 2022 |
Dynamic hybrid relation exploration 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 | 60 | 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 | 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 | 49 | 2021 |
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 | 48 | 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 | 47 | 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 | 45* | 2022 |
A survey on text-to-sql parsing: Concepts, methods, and future directions BH Bowen Qin, L Wang, M Yang, J Li, B Li, R Geng, R Cao, J Sun, L Si, ... TKDE 2022, 2022 | 41* | 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 | 34 | 2022 |
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 | 32 | 2023 |
Dialoguecse: Dialogue-based contrastive learning of sentence embeddings C Liu, R Wang, J Liu, J Sun, F Huang, L Si EMNLP 2021, 2021 | 32 | 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 | 30 | 2020 |