The Role of Polarity in Inferring Acceptance and Rejection in Dialogue

作者: Julian Schlöder , Raquel Fernández

DOI: 10.3115/V1/W14-4321

关键词:

摘要: We study the role that logical polarity plays in determining rejection or acceptance function of an utterance dialogue. develop a model inspired by recent work on semantics negation and particles test it annotated data from two spoken dialogue corpora: Switchboard Corpus AMI Meeting Corpus. Our experiments show taking into account relative proposal under discussion its response greatly helps to distinguish rejections acceptances both corpora.

参考文章(33)
Cecile Paris, Paul Thomas, Nalin Narang, Jie Yin, Unifying Local and Global Agreement and Disagreement Classification in Online Debates meeting of the association for computational linguistics. pp. 61- 69 ,(2012)
Andrea Esuli, Stefano Baccianella, Fabrizio Sebastiani, SentiWordNet 3.0: An Enhanced Lexical Resource for Sentiment Analysis and Opinion Mining. language resources and evaluation. ,(2010)
Peter A. Heeman, Donna K. Byron, Discourse Marker Use in Task-Oriented Spoken Dialog University of Rochester. ,(1998)
Robin Cooper, Jonathan Ginzburg, Negative inquisitiveness and alternatives-based negation AC'11 Proceedings of the 18th Amsterdam colloquim conference on Logic, Language and Meaning. pp. 32- 41 ,(2011) , 10.1007/978-3-642-31482-7_4
Robeson Bowmani, Pranav Anand, Jean E. Fox Tree, Marilyn Walker, Rob Abbott, Joseph King, How can you say such things?!?: Recognizing Disagreement in Informal Political Argument Proceedings of the Workshop on Language in Social Media (LSM 2011). pp. 2- 11 ,(2011)
Edward Loper, Ewan Klein, Steven Bird, Natural Language Processing with Python ,(2009)
Derek Bousfield, Impoliteness in interaction ,(2008)
Marilyn A. Walker, Inferring Acceptance and Rejection in Dialog by Default Rules of Inference Language and Speech. ,vol. 39, pp. 265- 304 ,(1996) , 10.1177/002383099603900306
A. Janin, D. Baron, J. Edwards, D. Ellis, D. Gelbart, N. Morgan, B. Peskin, T. Pfau, E. Shriberg, A. Stolcke, C. Wooters, The ICSI Meeting Corpus international conference on acoustics, speech, and signal processing. ,vol. 1, pp. 364- 367 ,(2003) , 10.1109/ICASSP.2003.1198793
Pranav Anand, Jean Fox Tree, Marilyn Walker, Rob Abbott, Joseph King, A Corpus for Research on Deliberation and Debate language resources and evaluation. pp. 812- 817 ,(2012)