| Presentation | 2021-07-02 Corpus construction for topic-based summarization of multi-party conversation Yuri Nakayama, Tsukasa Shiota, Kazutaka Shimada, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, we report corpus construction and topic-based summarization methods for multi-party conversation. We have already constructed reference summaries and the list of important utterances in each discussion. However, fine-grained summaries about topics in a discussion often are desired in many situations. Therefore, we construct topic-based summaries and propose an important utterance extraction method and two summarization processes using the extracted utterances; extractive and abstractive methods. In the experiment, the extractive method was superior in terms of ``accuracy as a summary'' while the readability of the abstractive method was better. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Multi-party conversation / Topic-based summarization / Summarization Corpus |
| Paper # | NLC2021-4 |
| Date of Issue | 2021-06-25 (NLC) |
| Conference Information | |
| Committee | NLC / IPSJ-ICS |
|---|---|
| Conference Date | 2021/7/2(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Application of natural language processing and intelligent systems, and general topic of NLP |
| Chair | Kazutaka Shimada(Kyushu Inst. of Tech.) |
| Vice Chair | Mitsuo Yoshida(Toyohashi Univ. of Tech.) / Takeshi Kobayakawa(NHK) |
| Secretary | Mitsuo Yoshida(Univ. of Tokyo) / Takeshi Kobayakawa(Hiroshima Univ. of Economics) |
| Assistant | Kanjin Takahashi(Sansan) / Ko Mitsuda(NTT) |
| Paper Information | |
| Registration To | Technical Committee on Natural Language Understanding and Models of Communication / Special Interest Group on Intelligence and Complex Systems |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Corpus construction for topic-based summarization of multi-party conversation |
| Sub Title (in English) | |
| Keyword(1) | Multi-party conversation |
| Keyword(2) | Topic-based summarization |
| Keyword(3) | Summarization Corpus |
| 1st Author's Name | Yuri Nakayama |
| 1st Author's Affiliation | Kyushu Institute of Technology(Kyutech) |
| 2nd Author's Name | Tsukasa Shiota |
| 2nd Author's Affiliation | Kyushu Institute of Technology(Kyutech) |
| 3rd Author's Name | Kazutaka Shimada |
| 3rd Author's Affiliation | Kyushu Institute of Technology(Kyutech) |
| Date | 2021-07-02 |
| Paper # | NLC2021-4 |
| Volume (vol) | vol.121 |
| Number (no) | NLC-82 |
| Page | pp.pp.19-24(NLC), |
| #Pages | 6 |
| Date of Issue | 2021-06-25 (NLC) |