Zhiyu Shen — accepted AI-conference papers

2025

CARE: A Disagreement Detection Framework with Concept Alignment and Reasoning Enhancement

Jiyuan Liu, Jielin Song, Yunhe Pang, Zhiyu Shen, Yanghui Rao

EMNLP 2025

Disagreement detection is a crucial task in natural language processing (NLP), particularly in analyzing online discussions and social media content. Large language models (LLMs) have demonstrated significant advancements across various NLP tasks. However, the performance of LLM in disagreement dete

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2025

CoE: A Clue of Emotion Framework for Emotion Recognition in Conversations

Zhiyu Shen, Yunhe Pang, Yanghui Rao, Jianxing Yu

ACL 2025long

Emotion Recognition in Conversations (ERC) is crucial for machines to understand dynamic human emotions. While Large Language Models (LLMs) show promise, their performance is often limited by challenges in interpreting complex conversational streams. We introduce a Clue of Emotion (CoE) framework, w…

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