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Yilun Hua

2 accepted papers

2024

How did we get here? Summarizing conversation dynamics

NAACL 2024long

Throughout a conversation, the way participants interact with each other is in constant flux: their tones may change, they may resort to different strategies to convey their points, or they might alter their interaction patterns. An understanding of these dynamics can complement that of the actual f…

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…

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