3 papers
cs.CL2025
Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis
Yuanhe Tian, Xu Li, Wei Wang +3
Aspect-based sentiment analysis (ABSA) generally requires a deep understanding of the contextual information, including the words associated with the aspect terms and their syntact…
cs.CL2025
Representation Decomposition for Learning Similarity and Contrastness Across Modalities for Affective Computing
Yuanhe Tian, Pengsen Cheng, Guoqing Jin +2
Multi-modal affective computing aims to automatically recognize and interpret human attitudes from diverse data sources such as images and text, thereby enhancing human-computer in…
cs.CL2025
Detoxification of Large Language Models through Output-layer Fusion with a Calibration Model
Yuanhe Tian, Mingjie Deng, Guoqing Jin +1
Existing approaches for Large language model (LLM) detoxification generally rely on training on large-scale non-toxic or human-annotated preference data, designing prompts to instr…