Abstractive meeting summarization using dependency graph fusion

Siddhartha Banerjee, Prasenjit Mitra, Kazunari Sugiyama

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

Abstract

Automatic summarization techniques on meeting conversations developed so far have been primarily extractive, resulting in poor summaries. To improve this, we propose an approach to generate Abstractive summaries by fusing important content from several utterances. Any meeting is generally comprised of several discussion topic segments. For each topic segment within a meeting conversation, we aim to generate a one sentence summary from the most important utterances using an integer linear programming-based sentence fusion approach. Experimental results show that our method can generate more informative summaries than the baselines.

Original languageEnglish
Title of host publicationWWW 2015 Companion - Proceedings of the 24th International Conference on World Wide Web
PublisherAssociation for Computing Machinery, Inc
Pages5-6
Number of pages2
ISBN (Print)9781450334730
DOIs
Publication statusPublished - 18 May 2015
Event24th International Conference on World Wide Web, WWW 2015 - Florence, Italy
Duration: 18 May 201522 May 2015

Other

Other24th International Conference on World Wide Web, WWW 2015
CountryItaly
CityFlorence
Period18/5/1522/5/15

Fingerprint

Linear programming
Fusion reactions

Keywords

  • Abstractive meeting summarization
  • Integer linear programming

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Software

Cite this

Banerjee, S., Mitra, P., & Sugiyama, K. (2015). Abstractive meeting summarization using dependency graph fusion. In WWW 2015 Companion - Proceedings of the 24th International Conference on World Wide Web (pp. 5-6). Association for Computing Machinery, Inc. https://doi.org/10.1145/2740908.2742751

Abstractive meeting summarization using dependency graph fusion. / Banerjee, Siddhartha; Mitra, Prasenjit; Sugiyama, Kazunari.

WWW 2015 Companion - Proceedings of the 24th International Conference on World Wide Web. Association for Computing Machinery, Inc, 2015. p. 5-6.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Banerjee, S, Mitra, P & Sugiyama, K 2015, Abstractive meeting summarization using dependency graph fusion. in WWW 2015 Companion - Proceedings of the 24th International Conference on World Wide Web. Association for Computing Machinery, Inc, pp. 5-6, 24th International Conference on World Wide Web, WWW 2015, Florence, Italy, 18/5/15. https://doi.org/10.1145/2740908.2742751
Banerjee S, Mitra P, Sugiyama K. Abstractive meeting summarization using dependency graph fusion. In WWW 2015 Companion - Proceedings of the 24th International Conference on World Wide Web. Association for Computing Machinery, Inc. 2015. p. 5-6 https://doi.org/10.1145/2740908.2742751
Banerjee, Siddhartha ; Mitra, Prasenjit ; Sugiyama, Kazunari. / Abstractive meeting summarization using dependency graph fusion. WWW 2015 Companion - Proceedings of the 24th International Conference on World Wide Web. Association for Computing Machinery, Inc, 2015. pp. 5-6
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