An Empirical Performance Analysis of State-of-the-Art Summarization Models for Automatic Minuting

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F21%3A10456914" target="_blank" >RIV/00216208:11320/21:10456914 - isvavai.cz</a>

Result on the web

<a href="https://aclanthology.org/2021.paclic-1.6/" target="_blank" >https://aclanthology.org/2021.paclic-1.6/</a>

DOI - Digital Object Identifier

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Result language

angličtina

Original language name

An Empirical Performance Analysis of State-of-the-Art Summarization Models for Automatic Minuting

Original language description

A significant portion of the working population has their mainstream interaction virtually these days. Meetings are being organized and recorded daily in volumes likely exceeding what can be ever comprehended. With the deluge of meetings, it is important to identify and jot down the essential items discussed in the meeting, usually referred to as the minutes. The task of minuting is diverse and depends on the goals, style, procedure, and category of the meeting. Automatic Minuting is close to summarization; however, not exactly the same. In this work, we evaluate the current state-of-the-art summarization models for automatically generating meeting minutes. We provide empirical baselines to motivate the community to work on this very timely, relevant yet challenging problem. We conclude that off-the-shelf text summarization models are not the best candidates for generating minutes which calls for further research on meeting-specific summarization or minuting models. We found that Transformerbased mode

Czech name

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Czech description

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Type

O - Miscellaneous

CEP classification

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OECD FORD branch

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Project

<a href="/en/project/GX19-26934X" target="_blank" >GX19-26934X: Neural Representations in Multi-modal and Multi-lingual Modeling</a><br>

Continuities

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year

2021

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů