acl acl2013 acl2013-266 acl2013-266-reference knowledge-graph by maker-knowledge-mining
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Author: Yuanchao Liu ; Ming Liu ; Xiaolong Wang ; Limin Wang ; Jingjing Li
Abstract: In this paper, we propose PAL, a prototype chatterbot for answering non-obstructive psychological domain-specific questions. This system focuses on providing primary suggestions or helping people relieve pressure by extracting knowledge from online forums, based on which the chatterbot system is constructed. The strategies used by PAL, including semantic-extension-based question matching, solution management with personal information consideration, and XML-based knowledge pattern construction, are described and discussed. We also conduct a primary test for the feasibility of our system.
Ai Ti Aw and Lian Hau Lee. Personalized Normalization for a Multilingual Chat System. Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Jeju, Republic of Korea, 8-14 July 2012, pages 3 1–36, DeeAnna Merz Nagel, Kate Anthony. Text-based Online Counseling Chat. Online Counseling (Second Edition), 2011, Pages 169-182 Hai-hu Shi, Yan Feng, LI Dong-mei, HU Ying-fei. Research on on-line psychology consultation expert system based on man-machine interaction technique. Computer Engineering and Design. 2005, 26(12):3307-3309 Jing dong. Research of sentiment model based on HMM and its application in psychological consulting expert system. Master’s thesis. Capital normal university (china), 2009. Leila Kosseim, Jamileh Yousefi. Improving the performance of question answering with semantically equivalent answer patterns. Data & Knowledge Engineering, 2008, 66(1):53-67 Rafael E. Banchs, Haizhou Li. IRIS: a Chat-oriented Dialogue System based on the Vector Space Model. Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Jeju, Republic of Korea, 8-14 July 2012. pages 37–42 Shilin Ding, Gao Cong, Chin-Yew Lin, Xiaoyan Zhu. Using Conditional Random Fields to Extract Contexts and Answers of Questions from Online Forums. Proceedings of 2008 Association for Computational Linguistics, Columbus, Ohio, USA, June 2008. pages 710–718 Tiphaine Dalmas, Bonnie Webber. Answer comparison in automated question answering. Journal of Applied Logic, Volume 5, Issue 1, March 2007, Pages 104-120 Walid S. Saba. Language, logic and ontology: Uncovering the structure of commonsense knowledge. International Journal of Human-Computer Studies, Volume 65, Issue 7, July 2007, Pages 610-623 Wanxiang Che, Zhenghua Li, Ting Liu. LTP: A Chinese Language Technology Platform. In Proceedings of the Coling 2010:Demonstrations. August 2010, pp13-16, Beijing, China. Yvette Colón, Stephanie Stern. Counseling Groups Online: Theory and Framework. Online Counseling (Second Edition), 2011, Pages 183-202. 72