Concepedia

Dialogue Summarization

Dialogue Summarization is a specialized form of text summarization that focuses on condensing multi-turn conversational content into a concise and coherent summary while preserving key intentions, speaker roles, and discourse structure inherent in dialogue.

155

Publications

6.8K

Citations

431

Authors

130

Institutions

Publications per year

2017–2026

77

Parents

Publications

155

SAMSum Corpus: A Human-annotated Dialogue Dataset for Abstractive Summarization

Bogdan Gliwa, Iwona Mochol, Maciej Biesek et al. · 2019 · 328 citations · Full text

, , +16

From discourse structures to text summaries

Daniel Marcu · 1997 · 268 citations

, , +11

A Simple, Fast Diverse Decoding Algorithm for Neural Generation

Jiwei Li, Will Monroe, Dan Jurafsky · arXiv (Cornell University) · 2016 · 227 citations · Full text

, , +16

Speech-to-Text and Speech-to-Speech Summarization of Spontaneous Speech

Sadaoki Furui, Takahiro Kikuchi, Y. Shinnaka et al. · IEEE Transactions on Speech and Audio Processing · 2004 · 196 citations

, , +14

A skip-chain conditional random field for ranking meeting utterances by importance

Michel Galley · 2006 · 176 citations · Full text

, , +13

1–5 of 155

Authors

431

  1. GC
    Giuseppe Carenini

    University of British Columbia, Canada

    9 publications · 612 citations

    9

    h-index

  2. XF
    Xiaocheng Feng

    Harbin Institute of Technology, China

    8 publications · 277 citations

    8

    h-index

  3. XF
    Xiachong Feng

    Harbin Institute of Technology, China

    8 publications · 277 citations

    8

    h-index

  4. BQ
    Bing Qin

    Harbin Institute of Technology, China

    8 publications · 277 citations

    8

    h-index

  5. YL
    Yang Liu

    Nanyang Technological University, Singapore

    7 publications · 357 citations

    7

    h-index

1–5 of 431

Institutions

130

  1. Carnegie Mellon University

    Pittsburgh, United States

    10 h-index

    19 publications

    487 citations

  2. University of British Columbia

    Vancouver, Canada

    8 h-index

    23 publications

    1.6K citations

  3. University of Edinburgh

    Edinburgh, United Kingdom

    6 h-index

    16 publications

    303 citations

  4. Zhejiang University

    Hangzhou, China

    5 h-index

    16 publications

    900 citations

  5. Microsoft (United States)

    Redmond, United States

    5 h-index

    15 publications

    1.2K citations

  6. Microsoft Research (United Kingdom)

    Cambridge, United Kingdom

    5 h-index

    12 publications

    595 citations

  7. Pennsylvania State University

    State College, United States

    5 h-index

    13 publications

    506 citations

  8. Columbia University

    New York, United States

    5 h-index

    8 publications

    748 citations

1–8 of 130

Venues

  1. arXiv (Cornell University)

    Repository · 17 publications · 498 citations

    12

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 5 publications · 168 citations

    5

    h-index

  3. 5

    h-index

  4. 4

    h-index

  5. 3

    h-index

1–5