Induction Networks for Few-Shot Text Classification. - Ruiying Geng; Binhua Li; Yongbin Li; Xiaodan Zhu 001; Ping Jian; Jian Sun 021 (EMNLP/IJCNLP (1), 2019)

Improving Cross-Domain Chinese Word Segmentation with Word Embeddings. - Yuxiao Ye; Weikang Li; Yue Zhang 004; Likun Qiu; Jian Sun 021 (NAACL-HLT (1), 2019)

Few-Shot Text Classification with Induction Network. - Ruiying Geng; Binhua Li; Yongbin Li; Yuxiao Ye; Ping Jian; Jian Sun 021 (CoRR, 2019)

Multi-Point Semantic Representation for Intent Classification. - Jinghan Zhang 004; Yuxiao Ye; Yue Zhang 004; Likun Qiu; Bin Fu; Yang Li 218; Zhenglu Yang; Jian Sun 021 (AAAI, 2020)

Learning Low-Resource End-To-End Goal-Oriented Dialog for Fast and Reliable System Deployment. - Yinpei Dai; Hangyu Li 003; Chengguang Tang; Yongbin Li; Jian Sun 021; Xiaodan Zhu 001 (ACL, 2020)

Dynamic Memory Induction Networks for Few-Shot Text Classification. - Ruiying Geng; Binhua Li; Yongbin Li; Jian Sun 021; Xiaodan Zhu 001 (ACL, 2020)

A Survey on Dialog Management: Recent Advances and Challenges. - Yinpei Dai; Huihua Yu; Yixuan Jiang; Chengguang Tang; Yongbin Li; Jian Sun 021 (CoRR, 2020)

A Survey on Complex Question Answering over Knowledge Base: Recent Advances and Challenges. - Bin Fu; Yunqi Qiu; Chengguang Tang; Yang Li 218; Haiyang Yu 003; Jian Sun 021 (CoRR, 2020)

Dynamic Hybrid Relation Exploration Network for Cross-Domain Context-Dependent Semantic Parsing. - Binyuan Hui; Ruiying Geng; Qiyu Ren; Binhua Li; Yongbin Li; Jian Sun 021; Fei Huang 002; Luo Si; Pengfei Zhu 001; Xiaodan Zhu 001 (AAAI, 2021)

Unsupervised Learning of Deterministic Dialogue Structure with Edge-Enhanced Graph Auto-Encoder. - Yajing Sun; Yong Shan; Chengguang Tang; Yue Hu 002; Yinpei Dai; Jing Yu 007; Jian Sun 021; Fei Huang 002; Luo Si (AAAI, 2021)

Preview, Attend and Review: Schema-Aware Curriculum Learning for Multi-Domain Dialogue State Tracking. - Yinpei Dai; Hangyu Li 003; Yongbin Li; Jian Sun 021; Fei Huang 002; Luo Si; Xiaodan Zhu 001 (ACL/IJCNLP (2), 2021)

DialogueCSE: Dialogue-based Contrastive Learning of Sentence Embeddings. - Che Liu; Rui Wang 005; Jinghua Liu; Jian Sun 021; Fei Huang 002; Luo Si (EMNLP (1), 2021)

Relational Learning with Gated and Attentive Neighbor Aggregator for Few-Shot Knowledge Graph Completion. - Guanglin Niu; Yang Li 218; Chengguang Tang; Ruiying Geng; Jian Dai; Qiao Liu; Hao Wang 005; Jian Sun 021; Fei Huang 002; Luo Si (SIGIR, 2021)

Dynamic Hybrid Relation Network for Cross-Domain Context-Dependent Semantic Parsing. - Binyuan Hui; Ruiying Geng; Qiyu Ren; Binhua Li; Yongbin Li; Jian Sun 021; Fei Huang 002; Luo Si; Pengfei Zhu 001; Xiaodan Zhu 001 (CoRR, 2021)

Improving Text-to-SQL with Schema Dependency Learning. - Binyuan Hui; Xiang Shi; Ruiying Geng; Binhua Li; Yongbin Li; Jian Sun 021; Xiaodan Zhu 001 (CoRR, 2021)

Preview, Attend and Review: Schema-Aware Curriculum Learning for Multi-Domain Dialog State Tracking. - Yinpei Dai; Hangyu Li 003; Yongbin Li; Jian Sun 021; Fei Huang 002; Luo Si; Xiaodan Zhu 001 (CoRR, 2021)

Path-Enhanced Multi-Relational Question Answering with Knowledge Graph Embeddings. - Guanglin Niu; Yang Li 218; Chengguang Tang; Zhongkai Hu; Shibin Yang; Peng Li 056; Chengyu Wang 001; Hao Wang 005; Jian Sun 021 (CoRR, 2021)

SDCUP: Schema Dependency-Enhanced Curriculum Pre-Training for Table Semantic Parsing. - Bowen Qin; Lihan Wang; Binyuan Hui; Ruiying Geng; Zheng Cao 003; Min Yang 007; Jian Sun 021; Yongbin Li (CoRR, 2021)

GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-supervised Learning and Explicit Policy Injection. - Wanwei He; Yinpei Dai; Yinhe Zheng; Yuchuan Wu; Zheng Cao 003; Dermot Liu; Peng Jiang; Min Yang 007; Fei Huang 002; Luo Si; Jian Sun 021; Yongbin Li (AAAI, 2022)

S²SQL: Injecting Syntax to Question-Schema Interaction Graph Encoder for Text-to-SQL Parsers. - Binyuan Hui; Ruiying Geng; Lihan Wang; Bowen Qin; Yanyang Li; Bowen Li 002; Jian Sun 021; Yongbin Li (ACL (Findings), 2022)

A Slot Is Not Built in One Utterance: Spoken Language Dialogs with Sub-Slots. - Sai Zhang; Yuwei Hu; Yuchuan Wu; Jiaman Wu; Yongbin Li; Jian Sun 021; Caixia Yuan; Xiaojie Wang 006 (ACL (Findings), 2022)

Improving Meta-learning for Low-resource Text Classification and Generation via Memory Imitation. - Yingxiu Zhao; Zhiliang Tian; Huaxiu Yao; Yinhe Zheng; Dongkyu Lee; Yiping Song; Jian Sun 021; Nevin L. Zhang (ACL (1), 2022)

CGoDial: A Large-Scale Benchmark for Chinese Goal-oriented Dialog Evaluation. - Yinpei Dai; Wanwei He; Bowen Li 002; Yuchuan Wu; Zheng Cao 003; Zhongqi An; Jian Sun 021; Yongbin Li (EMNLP, 2022)

Doc2Bot: Accessing Heterogeneous Documents via Conversational Bots. - Haomin Fu; Yeqin Zhang; Haiyang Yu 003; Jian Sun 021; Fei Huang 002; Luo Si; Yongbin Li; Cam-Tu Nguyen (EMNLP (Findings), 2022)

Estimating Soft Labels for Out-of-Domain Intent Detection. - Hao Lang; Yinhe Zheng; Jian Sun 021; Fei Huang 002; Luo Si; Yongbin Li (EMNLP, 2022)

Semi-Supervised Lifelong Language Learning. - Yingxiu Zhao; Yinhe Zheng; Bowen Yu 002; Zhiliang Tian; Dongkyu Lee; Jian Sun 021; Yongbin Li; Nevin L. Zhang (EMNLP (Findings), 2022)

Prompt Conditioned VAE: Enhancing Generative Replay for Lifelong Learning in Task-Oriented Dialogue. - Yingxiu Zhao; Yinhe Zheng; Zhiliang Tian; Chang Gao; Jian Sun 021; Nevin L. Zhang (EMNLP, 2022)

A Survey on Neural Open Information Extraction: Current Status and Future Directions. - Shaowen Zhou; Bowen Yu 002; Aixin Sun; Cheng Long 001; Jingyang Li; Jian Sun 021 (IJCAI, 2022)

Duplex Conversation: Towards Human-like Interaction in Spoken Dialogue Systems. - Ting-En Lin; Yuchuan Wu; Fei Huang 002; Luo Si; Jian Sun 021; Yongbin Li (KDD, 2022)

Proton: Probing Schema Linking Information from Pre-trained Language Models for Text-to-SQL Parsing. - Lihan Wang; Bowen Qin; Binyuan Hui; Bowen Li 002; Min Yang 007; Bailin Wang; Binhua Li; Jian Sun 021; Fei Huang 002; Luo Si; Yongbin Li (KDD, 2022)

MMChat: Multi-Modal Chat Dataset on Social Media. - Yinhe Zheng; Guanyi Chen; Xin Liu; Jian Sun 021 (LREC, 2022)

Layout-Aware Information Extraction for Document-Grounded Dialogue: Dataset, Method and Demonstration. - Zhenyu Zhang 006; Bowen Yu 002; Haiyang Yu 003; Tingwen Liu; Cheng Fu 003; Jingyang Li; Chengguang Tang; Jian Sun 021; Yongbin Li (ACM Multimedia, 2022)

Unified Dialog Model Pre-training for Task-Oriented Dialog Understanding and Generation. - Wanwei He; Yinpei Dai; Min Yang 007; Jian Sun 021; Fei Huang 002; Luo Si; Yongbin Li (SIGIR, 2022)

S2SQL: Injecting Syntax to Question-Schema Interaction Graph Encoder for Text-to-SQL Parsers. - Binyuan Hui; Ruiying Geng; Lihan Wang; Bowen Qin; Bowen Li 002; Jian Sun 021; Yongbin Li (CoRR, 2022)

Duplex Conversation: Towards Human-like Interaction in Spoken Dialogue System. - Ting-En Lin; Yuchuan Wu; Fei Huang 002; Luo Si; Jian Sun 021; Yongbin Li (CoRR, 2022)

A Survey on Text-to-SQL Parsing: Concepts, Methods, and Future Directions. - Bowen Qin; Binyuan Hui; Lihan Wang; Min Yang 007; Jinyang Li 003; Binhua Li; Ruiying Geng; Rongyu Cao; Jian Sun 021; Luo Si; Fei Huang 002; Yongbin Li (CoRR, 2022)

SPACE-3: Unified Dialog Model Pre-training for Task-Oriented Dialog Understanding and Generation. - Wanwei He; Yinpei Dai; Min Yang 007; Jian Sun 021; Fei Huang 002; Luo Si; Yongbin Li (CoRR, 2022)

Prompt Conditioned VAE: Enhancing Generative Replay for Lifelong Learning in Task-Oriented Dialogue. - Yingxiu Zhao; Yinhe Zheng; Zhiliang Tian; Chang Gao; Bowen Yu 002; Haiyang Yu 003; Yongbin Li; Jian Sun 021; Nevin L. Zhang (CoRR, 2022)

Semi-Supervised Lifelong Language Learning. - Yingxiu Zhao; Yinhe Zheng; Bowen Yu 002; Zhiliang Tian; Dongkyu Lee; Jian Sun 021; Haiyang Yu 003; Yongbin Li; Nevin L. Zhang (CoRR, 2022)

Towards Generalized Open Information Extraction. - Bowen Yu 002; Zhenyu Zhang 006; Jingyang Li; Haiyang Yu 003; Tingwen Liu; Jian Sun 021; Yongbin Li; Bin Wang 004 (CoRR, 2022)

A Survey on Out-of-Distribution Detection in NLP. - Hao Lang; Yinhe Zheng; Yixuan Li; Jian Sun 021; Fei Huang 002; Yongbin Li (Trans. Mach. Learn. Res., 2024)