Semantic-Aware Pretraining for Dense Video Captioning. - Teng Wang; Zhu Liu 005; Feng Zheng; Zhichao Lu; Ran Cheng; Ping Luo 002 (CoRR, 2022)

Ambiguity Meets Uncertainty: Investigating Uncertainty Estimation for Word Sense Disambiguation. - Zhu Liu 005; Ying Liu (ACL (Findings), 2023)

Show, Tell and Rephrase: Diverse Video Captioning via Two-Stage Progressive Training. - Zhu Liu 005; Teng Wang; Jinrui Zhang; Feng Zheng; Wenhao Jiang; Ke Lu 002 (IEEE Trans. Multim., 2023)

Fantastic Semantics and Where to Find Them: Investigating Which Layers of Generative LLMs Reflect Lexical Semantics. - Zhu Liu 005; Cunliang Kong; Ying Liu; Maosong Sun 001 (ACL (Findings), 2024)

A Top-down Graph-based Tool for Modeling Classical Semantic Maps: A Crosslinguistic Case Study of Supplementary Adverbs. - Zhu Liu 005; Cunliang Kong; Ying Liu; Maosong Sun 001 (CoRR, 2024)

GLTW: Joint Improved Graph Transformer and LLM via Three-Word Language for Knowledge Graph Completion. - Kangyang Luo; Yuzhuo Bai; Cheng Gao; Shuzheng Si; Zhu Liu 005; Yingli Shen; Zhitong Wang; Cunliang Kong; Wenhao Li 003; Yufei Huang 008; Ye Tian; Xuantang Xiong; et al. (ACL (Findings), 2025)

JuniperLiu at CoMeDi Shared Task: Models as Annotators in Lexical Semantics Disagreements. - Zhu Liu 005; Zhen Hu; Ying Liu (COLING Workshops, 2025)

A Top-down Graph-based Tool for Modeling Classical Semantic Maps: A Case Study of Supplementary Adverbs. - Zhu Liu 005; Cunliang Kong; Ying Liu; Maosong Sun 001 (NAACL (Long Papers), 2025)

Exploring the Small World of Word Embeddings: A Comparative Study on Conceptual Spaces from LLMs of Different Scales. - Zhu Liu 005; Ying Liu; Kangyang Luo; Cunliang Kong; Maosong Sun 001 (CoRR, 2025)