Latent Dirichlet learning for document summarization

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn , Issue , 2009, Pages 1689-1692

  Chang, Ying Lang ^a   Chien, Jen Tzung ^a  

^a NATIONAL CHENG KUNG UNIVERSITY   (Taiwan)

Author keywords

Document summarization; Language model; Latent Dirichlet allocation; Sentence extraction

Indexed keywords

AUTOMATIC SUMMARIZATION; DIRICHLET; DIRICHLET DISTRIBUTIONS; DOCUMENT SUMMARIZATION; F-MEASURE; FINE STRUCTURES; HIERARCHICAL REPRESENTATION; LANGUAGE MODEL; LATENT DIRICHLET ALLOCATION; MIXTURE MODEL; SENTENCE EXTRACTION; SENTENCE LEVEL; SENTENCE SELECTION; SUMMARIZATION SYSTEMS; VECTOR SPACES; WORD LEVEL;

ACOUSTICS; SIGNAL PROCESSING;

COMPUTATIONAL LINGUISTICS;

EID: 70349200751     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2009.4959927     Document Type: Conference Paper

References (11)

1. D. M. Blei, A. Y. Ng and M. I. Jordan, "Latent Dirichlet allocation", Journal of Machine Learning Research, vol. 3, no. 5, pp. 993-1022, 2003.
2. R. Brandow, K. Mitze and L. F. Rau, "Automatic condensation of electronic publications by sentence selection", Information Processing and Management, vol. 31, no. 5, pp. 675-685, 1995.
3. J.-T. Chien and M.-S. Wu, "Adaptive Bayesian latent semantic analysis", IEEE Trans. Audio, Speech and Language Processing, vol. 16, no. 1, pp. 198-207, 2008.
4. J.-T. Chien and C.-H. Chueh, "Latent Dirichlet language model for speech recognition", in Proc. of IEEE Workshop on Spoken Language Technology, pp. 201-204, 2008.
5. S. Furui, T. Kikuchi, Y. Shinnaka, C. Hori, "Speechto-text and speech-to-speech summarization of spontaneous speech", IEEE Trans. Speech and Audio Processing, vol. 12, no. 4, pp. 401-408, 2004.
6. Y. Gong, and X. Liu, "Generic text summarization using relevance measure and latent semantic analysis", in Proc. of ACM SIGIR, pp. 19-25, 2001.
7. M. Hirohata, Y. Shinnaka, K. Iwano and S. Furui, "Sentence- extractive automatic speech summarization and evaluation techniques", Speech Communication, vol. 48, no. 9, pp. 1151-1161, 2006.
8. T. Hofmann, "Probabilistic latent semantic indexing", in Proc. of ACM SIGIR, pp. 35-44, 1999.
9. M. I. Jordan, Z. Ghahramani, T. S. Jaakkola and L Saul, "An introduction to variational methods for graphical models", Machine Learning, vol. 37, pp. 183-233, 1999.
10. D. R. Radev, H. Jing, M. Sty and D. Tam, "Centroidbased summarization of multiple documents", Information Processing and Management, vol. 40, no. 6, pp. 919-938, 2004.
11. M. M. Shafiei and E. E. Milios, "Latent Dirichlet coclustering", in Proc. of International Conference on Data Mining, pp. 542-551, 2006.