A conversational movie search system based on conditional random fields

13th Annual Conference of the International Speech Communication Association 2012, INTERSPEECH 2012

Volumn 3, Issue , 2012, Pages 2453-2456

  Liu, Jingjing ^a   Cyphers, Scott ^a   Pasupat, Panupong ^a   McGraw, Ian ^a   Glass, Jim ^a  

^a MASSACHUSETTS INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

Conditional random fields; Spoken dialogue system

Indexed keywords

CONDITIONAL RANDOM FIELD; CONDITIONAL RANDOM FIELDS(CRFS); MEDIA DISTRIBUTION; NATURAL LANGUAGE QUERIES; QUERY EXPANSION; SEARCH INTERFACES; SPOKEN DIALOGUE SYSTEM; USER-GENERATED CONTENT;

MOTION PICTURES; QUERY PROCESSING; RANDOM PROCESSES; SAFETY DEVICES; SEMANTICS; SPEECH PROCESSING;

MEDIA STREAMING;

EID: 84878536564     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (9)

1. A. Gruenstein and S. Seneff. Releasing a Multimodal Dialogue System into the Wild: User Support Mechanisms. In Proc. of SIGDIAL 2007.
2. J. Liu and S. Seneff. A Dialogue System for Accessing Drug Reviews. In Proc. of ASRU 2011.
3. J. Lafferty, A. McCallum, and F. Pereira. Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data. In Proc. of ICML, 2001.
4. X. Li. Understanding the Semantic Structure of Noun Phrase Queries. In Proc. of ACL, 2010.
5. J. Liu, X. Li, A. Acero, and Y-Y Wang. Lexicon Modeling for Query Understanding. In Proc. of ICASSP 2011.
6. D. M. Blei, A. Y. Ng, M. Jordan. J. Lafferty. Latent Dirichlet Allocation. Journal of Machine Learning Research 3 (4-5). 2003.
7. J. Glass. A Probabilistic Framework for Segment-Based Speech Recognition. Computer Speech and Language 17, 137-152, 2003.
8. A. Gruenstein, I. McGraw, and I. Badr. The WAMI Toolkit for Developing, Deploying, and Evaluating Web-Accessible Multimodal Interfaces. In Proc. of ICMI, 2008.
9. I. McGraw, S. Cyphers, P. Pasupat, J. Liu, J. Glass. Automating Crowd-Supervised Learning for Spoken Language Systems. In Proc. of Interspeech 2012.