Call Centre Conversation Summarization: A Pilot Task at Multiling 2015

نویسندگان

  • Benoît Favre
  • Evgeny A. Stepanov
  • Jérémy Trione
  • Frédéric Béchet
  • Giuseppe Riccardi
چکیده

This paper describes the results of the Call Centre Conversation Summarization task at Multiling’15. The CCCS task consists in generating abstractive synopses from call centre conversations between a caller and an agent. Synopses are summaries of the problem of the caller, and how it is solved by the agent. Generating them is a very challenging task given that deep analysis of the dialogs and text generation are necessary. Three languages were addressed: French, Italian and English translations of conversations from those two languages. The official evaluation metric was ROUGE-2. Two participants submitted a total of four systems which had trouble beating the extractive baselines. The datasets released for the task will allow more research on abstractive dialog summarization.

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تاریخ انتشار 2015