Skip to main content

2019 | OriginalPaper | Buchkapitel

Debate Dialog for News Question Answering System ‘NetTv’-Debate Based on Claim and Reason Estimation-

verfasst von : Rikito Marumoto, Katsuyuki Tanaka, Tetsuya Takiguchi, Yasuo Ariki

Erschienen in: 9th International Workshop on Spoken Dialogue System Technology

Verlag: Springer Singapore

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

NetTv is a question answering system for net news videos with a voice interface. When watching any news, a question answering system can answer a wide range of questions from users for deeper understanding of news. In this study, in order to help users to understand news deeply, when using NetTv, we propose a debate system which can debate with users about the watching news. The debate system estimates the user’s claim (approval/disapproval/neither) and reason (presence/absence) using CNN, and uses the information to select an opinion stored in debate database and debates by presenting it to the user. In the experiment, eight subjects actually use the system to evaluate naturalness (whether the system response to the user’s utterance was natural), deepness (whether the discussion was established), and user satisfaction (whether new knowledge was obtained) in 5 stages. From the result of subjective evaluation, we show that the debate system gives new knowledge and clarify the present problem of the debate system.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Lamel L et al (2002) User evaluation of the mask kiosk. Speech Commun 131–139CrossRef Lamel L et al (2002) User evaluation of the mask kiosk. Speech Commun 131–139CrossRef
2.
Zurück zum Zitat Yoshino K, Kawahara T (2015) News navigation system based on proactive dialogue strategy. International Workshop Spoken Dialogue Systems (2015) Yoshino K, Kawahara T (2015) News navigation system based on proactive dialogue strategy. International Workshop Spoken Dialogue Systems (2015)
3.
Zurück zum Zitat Shi H, Ushio T, Endo M, Yamagami K, Horii N (2016) A multichannel convolutional neural network for cross-language dialog state tracking. IEEE workshop on spoken language technology (2016) Shi H, Ushio T, Endo M, Yamagami K, Horii N (2016) A multichannel convolutional neural network for cross-language dialog state tracking. IEEE workshop on spoken language technology (2016)
4.
Zurück zum Zitat Sato M, Yanai K, Miyoshi T, Yanase T, Iwayama M, Sun Q, Niwa Y (2015) End-to-end argument generation system in debating. ACL-IJCNLP Sato M, Yanai K, Miyoshi T, Yanase T, Iwayama M, Sun Q, Niwa Y (2015) End-to-end argument generation system in debating. ACL-IJCNLP
5.
Zurück zum Zitat Potash P, Rumshisky A (2017) Towards debate automation: a recurrent model for predicting debate winners. Empirical methods on natural language processing (EMNLP) (2017) Potash P, Rumshisky A (2017) Towards debate automation: a recurrent model for predicting debate winners. Empirical methods on natural language processing (EMNLP) (2017)
6.
Zurück zum Zitat Shibusawa U, Hayashi T, Onai R (2007) Development and evaluation of a system for extracting answers of a why type question from the web. Information processing society (in Japanese), pp 1512–1523 Shibusawa U, Hayashi T, Onai R (2007) Development and evaluation of a system for extracting answers of a why type question from the web. Information processing society (in Japanese), pp 1512–1523
Metadaten
Titel
Debate Dialog for News Question Answering System ‘NetTv’-Debate Based on Claim and Reason Estimation-
verfasst von
Rikito Marumoto
Katsuyuki Tanaka
Tetsuya Takiguchi
Yasuo Ariki
Copyright-Jahr
2019
Verlag
Springer Singapore
DOI
https://doi.org/10.1007/978-981-13-9443-0_34