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Zhaoyuan Deng

3 accepted papers

2025

Enhancing Multimodal Affective Analysis with Learned Live Comment Features

AAAI 2025technical

Live comments, also known as Danmaku, are user-generated messages that are synchronized with video content. These comments overlay directly onto streaming videos, capturing viewer emotions and reactions in real-time. While prior work has leveraged live comments in affective analysis, its use has bee…

2024

Social Orientation: A New Feature for Dialogue Analysis

COLING 2024main

There are many settings where it is useful to predict and explain the success or failure of a dialogue. Circumplex theory from psychology models the social orientations (e.g., Warm-Agreeable, Arrogant-Calculating) of conversation participants and can be used to predict and explain the outcome of soc…

Cited by 3SourcePDFScholar
2023

Improving Long Dialogue Summarization with Semantic Graph Representation

ACL 2023findings

Although Large Language Models (LLMs) are successful in abstractive summarization of short dialogues, summarization of long dialogues remains challenging. To address this challenge, we propose a novel algorithm that processes complete dialogues comprising thousands of tokens into topic-segment-level…

Cited by 11SourcePDFScholar