Document Summarization with VHTM: Variational Hierarchical Topic-Aware Mechanism. - Xiyan Fu; Jun Wang 023; Jinghan Zhang 004; Jinmao Wei 001; Zhenglu Yang (AAAI, 2020)

Multi-modal Summarization for Video-containing Documents. - Xiyan Fu; Jun Wang 023; Zhenglu Yang (CoRR, 2020)

RepSum: Unsupervised Dialogue Summarization based on Replacement Strategy. - Xiyan Fu; Yating Zhang; Tianyi Wang; Xiaozhong Liu; Changlong Sun; Zhenglu Yang (ACL/IJCNLP (1), 2021)

Lexicon Enhanced Chinese Sequence Labeling Using BERT Adapter. - Wei Liu 145; Xiyan Fu; Yue Zhang; Wenming Xiao (ACL/IJCNLP (1), 2021)

MM-AVS: A Full-Scale Dataset for Multi-modal Summarization. - Xiyan Fu; Jun Wang 023; Zhenglu Yang (NAACL-HLT, 2021)

SETI: Systematicity Evaluation of Textual Inference. - Xiyan Fu; Anette Frank (ACL (Findings), 2023)

Modeling Structural Similarities between Documents for Coherence Assessment with Graph Convolutional Networks. - Wei Liu 145; Xiyan Fu; Michael Strube 001 (ACL (1), 2023)

Dynamic MOdularized Reasoning for Compositional Structured Explanation Generation. - Xiyan Fu; Anette Frank (CoRR, 2023)

The Mystery of Compositional Generalization in Graph-based Generative Commonsense Reasoning. - Xiyan Fu; Anette Frank (EMNLP (Findings), 2024)

Compositional Structured Explanation Generation with Dynamic Modularized Reasoning. - Xiyan Fu; Anette Frank (*SEM@NAACL, 2024)

Exploring Continual Learning of Compositional Generalization in NLI. - Xiyan Fu; Anette Frank (Trans. Assoc. Comput. Linguistics, 2024)

How Reliable is Multilingual LLM-as-a-Judge? - Xiyan Fu; Wei Liu 145 (CoRR, 2025)