Effective Utilization of External Knowledge and History Context in Multi-turn Spoken Language Understanding Model. - Yufan Wang; Tingting He 003; Rui Fan 005; Wenji Zhou; Xinhui Tu (IEEE BigData, 2019)

Effectively Incorporating Knowledge in Open-Domain Dialogue Generation. - Wenji Zhou; Tingting He 003; Miao Zhang; Rui Fan 005 (CCKS, 2020)

An End-to-End Multi-task Learning Network with Scope Controller for Emotion-Cause Pair Extraction. - Rui Fan 005; Yufan Wang; Tingting He 003 (NLPCC (1), 2020)

Emotion-Cause Relationship Between Clauses Prediction: a Novel Method Based on BERT for Emotion-Cause Pair Extraction. - Rui Fan 005; Tingting He 003; Yufan Wang; Jie Hong; Xinhui Tu (IEEE Big Data, 2022)

Making Pre-trained Language Models Better Learn Few-Shot Spoken Language Understanding in More Practical Scenarios. - Yufan Wang; Jie Mei; Bowei Zou; Rui Fan 005; Tingting He 003; Ai Ti Aw (ACL (Findings), 2023)

DSPM-NLG: A Dual Supervised Pre-trained Model for Few-shot Natural Language Generation in Task-oriented Dialogue System. - Yufan Wang; Bowei Zou; Rui Fan 005; Ai Ti Aw; Tingting He 003 (ACL (Findings), 2023)

Concept-based Biomedical Text Expansion via Large Language Models. - Chenlian Zhou; Xinhui Tu; Tingting He 003; Weizhong Zhao; Cong Guo; Rui Fan 005; Yinghao Xiong (BIBM, 2024)

Unraveling Intricacies: A Decomposition Approach for Few-Shot Multi-Intent Spoken Language Understanding. - Wenbin Hua; Yufan Wang; Rui Fan 005; Xinhui Tu; Tingting He 003 (IEEE Big Data, 2024)

A Stack-Propagation Framework With Slot Filling for Multi-Domain Dialogue State Tracking. - Yufan Wang; Tingting He 003; Jie Mei; Rui Fan 005; Xinhui Tu (IEEE Trans. Neural Networks Learn. Syst., 2024)

Dual Causes Generation Assisted Model for Multimodal Aspect-Based Sentiment Classification. - Rui Fan 005; Tingting He 003; Menghan Chen; Mengyuan Zhang; Xinhui Tu; Ming Dong 004 (IEEE Trans. Neural Networks Learn. Syst., 2025)