Abstractive dialogue summarization generates a concise and fluent summary covering the
salient information in a dialogue among two or more interlocutors. It has attracted significant …

Meeting summarization has become a critical task considering the increase in online
interactions. While new techniques are introduced regularly, their evaluation uses metrics …

Annotating task-oriented dialogues is notorious for the expensive and difficult data collection
process. Few-shot dialogue state tracking (DST) is a realistic solution to this problem. In this …

A challenging task when generating summaries of legal documents is the ability to address
their argumentative nature. We introduce a simple technique to capture the argumentative …

Longform spoken dialog delivers rich streams of informative content through podcasts,
interviews, debates, and meetings. While production of this medium has grown …

Dialogue summarization is receiving increasing attention from researchers due to its
extraordinary difficulty and unique application value. We observe that current dialogue …

Dialogue summarization aims to distill a given conversation into a brief and focused
summary. The challenge lies in the diverse perspectives of participants and the frequent …

Meetings play a critical infrastructural role in the coordination of work. In recent years, due to
shift to hybrid and remote work, more meetings are moving to online Computer Mediated …

Dialogue summarization aims to condense a given dialogue into a simple and focused
summary text. Typically, both the roles' viewpoints and conversational topics change in the …

With the development of pre-trained language models (PrLM), the research of PrLM-based
multi-domain task-oriented dialogue systems (TOD) has attracted growing attention and has …