paper-with-me

홈 › Papers

MeetingBank: A Benchmark Dataset for Meeting Summarization

2023-05-27 · Yebowen Hu, Tim Ganter, Hanieh Deilamsalehy, Franck Dernoncourt, Hassan Foroosh, Fei Liu

As the number of recorded meetings increases, it becomes increasingly important to utilize summarization technology to create useful summaries of these recordings. However, there is a crucial lack of annotated meeting corpora for developing this technology, as it can be hard to collect meetings, especially when the topics discussed are confidential. Furthermore, meeting summaries written by experienced writers are scarce, making it hard for abstractive summarizers to produce sensible output without a reliable reference. This lack of annotated corpora has hindered the development of meeting summarization technology. In this paper, we present MeetingBank, a new benchmark dataset of city council meetings over the past decade. MeetingBank is unique among other meeting corpora due to its divide-and-conquer approach, which involves dividing professionally written meeting minutes into shorter passages and aligning them with specific segments of the meeting. This breaks down the process of summarizing a lengthy meeting into smaller, more manageable tasks. The dataset provides a new testbed of various meeting summarization systems and also allows the public to gain insight into how council decisions are made. We make the collection, including meeting video links, transcripts, reference summaries, agenda, and other metadata, publicly available to facilitate the development of better meeting summarization techniques. Our dataset can be accessed at: https://meetingbank.github.io

📄 PDF Abstract BibTeX arXiv:2305.17529

Code (1)

YebowenHu/MeetingBank-utils pytorch

Tasks

Meeting Summarization

Similar Papers 제목 키워드 기반

VCSUM: A Versatile Chinese Meeting Summarization Dataset

2023-05-09 · Han Wu, Mingjie Zhan, Haochen Tan, Zhaohui Hou 외

Compared to news and chat summarization, the development of meeting summarization is hugely decelerated by the limited data. To this end, we introduce a versatile Chinese meeting summarization dataset, dubbed VCSum, cons…

Meeting SummarizationRetrievalSegmentation

QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization

2021-04-13 · NAACL 2021 4 · Ming Zhong, Da Yin, Tao Yu, Ahmad Zaidi 외

Meetings are a key component of human collaboration. As increasing numbers of meetings are recorded and transcribed, meeting summaries have become essential to remind those who may or may not have attended the meetings a…

Meeting Summarization

Investigating Consistency in Query-Based Meeting Summarization: A Comparative Study of Different Embedding Methods

2024-02-10 · Chen Jia-Chen, Guillem Senabre, Allane Caron

With more and more advanced data analysis techniques emerging, people will expect these techniques to be applied in more complex tasks and solve problems in our daily lives. Text Summarization is one of famous applicatio…

ArticlesMeeting SummarizationText Summarization

How Domain Terminology Affects Meeting Summarization Performance

2020-11-02 · COLING 2020 8 · Jia Jin Koay, Alexander Roustai, Xiaojin Dai, Dillon Burns 외

Meetings are essential to modern organizations. Numerous meetings are held and recorded daily, more than can ever be comprehended. A meeting summarization system that identifies salient utterances from the transcripts to…

Meeting Summarization

Private Meeting Summarization Without Performance Loss

2023-05-25 · Seolhwa Lee, Anders Søgaard

Meeting summarization has an enormous business potential, but in addition to being a hard problem, roll-out is challenged by privacy concerns. We explore the problem of meeting summarization under differential privacy co…

Meeting Summarization