Highlight-Transformer: Leveraging Key Phrase Aware Attention to Improve Abstractive Multi-Document Summarization. - Shuaiqi Liu 002; Jiannong Cao 001; Ruosong Yang; Zhiyuan Wen (ACL/IJCNLP (Findings), 2021)

Automatically Select Emotion for Response via Personality-affected Emotion Transition. - Zhiyuan Wen; Jiannong Cao 001; Ruosong Yang; Shuaiqi Liu 002; Jiaxing Shen (ACL/IJCNLP (Findings), 2021)

Long Text and Multi-Table Summarization: Dataset and Method. - Shuaiqi Liu 002; Jiannong Cao 001; Ruosong Yang; Zhiyuan Wen (EMNLP (Findings), 2022)

Generating a Structured Summary of Numerous Academic Papers: Dataset and Method. - Shuaiqi Liu 002; Jiannong Cao 001; Ruosong Yang; Zhiyuan Wen (IJCAI, 2022)

Key phrase aware transformer for abstractive summarization. - Shuaiqi Liu 002; Jiannong Cao 001; Ruosong Yang; Zhiyuan Wen (Inf. Process. Manag., 2022)

JPAVE: A Generation and Classification-based Model for Joint Product Attribute Prediction and Value Extraction. - Zhongfen Deng; Hao Peng 001; Tao Zhang 055; Shuaiqi Liu 002; Wenting Zhao 006; Yibo Wang 001; Philip S. Yu (IEEE Big Data, 2023)

Aspect-based Meeting Transcript Summarization: A Two-Stage Approach with Weak Supervision on Sentence Classification. - Zhongfen Deng; Seunghyun Yoon 002; Trung Bui; Franck Dernoncourt; Quan Hung Tran; Shuaiqi Liu 002; Wenting Zhao 006; Tao Zhang 055; Yibo Wang 001; Philip S. Yu (IEEE Big Data, 2023)

DesPrompt: Personality-descriptive prompt tuning for few-shot personality recognition. - Zhiyuan Wen; Jiannong Cao 001; Yu Yang 012; Haoli Wang; Ruosong Yang; Shuaiqi Liu 002 (Inf. Process. Manag., 2023)

LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing. - Jiangshu Du; Yibo Wang 001; Wenting Zhao 006; Zhongfen Deng; Shuaiqi Liu 002; Renze Lou; Henry Peng Zou; Pranav Narayanan Venkit; Nan Zhang; Mukund Srinath; Haoran Zhang 004; Vipul Gupta; et al. (EMNLP, 2024)

Toward Structure Fairness in Dynamic Graph Embedding: A Trend-aware Dual Debiasing Approach. - Yicong Li 001; Yu Yang 012; Jiannong Cao 001; Shuaiqi Liu 002; Haoran Tang; Guandong Xu (KDD, 2024)

kNN-ICL: Compositional Task-Oriented Parsing Generalization with Nearest Neighbor In-Context Learning. - Wenting Zhao 006; Ye Liu 006; Yao Wan 001; Yibo Wang 001; Qingyang Wu; Zhongfen Deng; Jiangshu Du; Shuaiqi Liu 002; Yunlong Xu; Philip S. Yu (NAACL-HLT, 2024)

Affective- NLI: Towards Accurate and Interpretable Personality Recognition in Conversation. - Zhiyuan Wen; Jiannong Cao 001; Yu Yang 012; Ruosong Yang; Shuaiqi Liu 002 (PerCom, 2024)

LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing. - Jiangshu Du; Yibo Wang 001; Wenting Zhao 006; Zhongfen Deng; Shuaiqi Liu 002; Renze Lou; Henry Peng Zou; Pranav Narayanan Venkit; Nan Zhang; Mukund Srinath; Haoran Ranran Zhang; Vipul Gupta; et al. (CoRR, 2024)

Self-assessment, Exhibition, and Recognition: a Review of Personality in Large Language Models. - Zhiyuan Wen; Yu Yang 012; Jiannong Cao 001; Haoming Sun; Ruosong Yang; Shuaiqi Liu 002 (CoRR, 2024)

Low-resource court judgment summarization for common law systems. - Shuaiqi Liu 002; Jiannong Cao 001; Yicong Li 001; Ruosong Yang; Zhiyuan Wen (Inf. Process. Manag., 2024)

Joint unsupervised contrastive learning and robust GMM for text clustering. - Chenxi Hu; Tao Wu; Shuaiqi Liu 002; Chunsheng Liu; Tao Ma; Fang Yang (Inf. Process. Manag., 2024)

Neural Abstractive Summarization for Long Text and Multiple Tables. - Shuaiqi Liu 002; Jiannong Cao 001; Zhongfen Deng; Wenting Zhao 006; Ruosong Yang; Zhiyuan Wen; Philip S. Yu (IEEE Trans. Knowl. Data Eng., 2024)

Personality-affected Emotion Generation in Dialog Systems. - Zhiyuan Wen; Jiannong Cao 001; Jiaxing Shen; Ruosong Yang; Shuaiqi Liu 002; Maosong Sun 001 (ACM Trans. Inf. Syst., 2024)

InteractiveSurvey: An LLM-based Personalized and Interactive Survey Paper Generation System. - Zhiyuan Wen; Jiannong Cao 001; Zian Wang; Beichen Guo; Ruosong Yang; Shuaiqi Liu 002 (CoRR, 2025)