Biterm language models for document retrieval

SIGIR Forum (ACM Special Interest Group on Information Retrieval)

Volumn , Issue , 2002, Pages 425-426

  Srikanth, Munirathnam ^a   Srihari, Rohini ^a  

^a UNIVERSITY AT BUFFALO   (United States)

Author keywords

Biterms; Information retrieval; Language models; N grams

Indexed keywords

ALGORITHMS; APPROXIMATION THEORY; MATHEMATICAL MODELS; PROBABILITY; QUERY LANGUAGES; STATISTICAL METHODS;

BITERM PROBABILITY; STATISTICAL LANGUAGE MODELS;

INFORMATION RETRIEVAL;

EID: 0036995514     PISSN: 01635840     EISSN: None     Source Type: Journal    
DOI: 10.1145/564437.564476     Document Type: Conference Paper

References (10)

1. A. Berger and J. D. Lafferty. Information retrieval as statistical translation. In Proceedings of SIGIR'99, pages 222-229, 1999.
2. P. F. Brown, J. Cocke, S. D. Pietra, V. J. D. Pietra, F. Jelinek, J. D. Lafferty, R. L. Mercer and P. S. Roossin. A statistical approach to machine translation. Computational Linguistics, 16(2):79-85, 1990.
3. M. F. Caropreso, S. Matwin, and F. Sebastiani, Statistical phrases in automated text categorization. Technical Report IEI-B4-07-2000, Istituto di Elaborazione dell'Informazione, Pisa, IT, 2000.
4. D. Heimstra. A linguistically motivated probabilistic model of information retrieval. In European Conference on Digital Libraries, pages 569-584, 1998.
5. F. Jelinek, Statistical Methods for Speech Recognition. The MIT Press, Cambridge, Massachusetts, 1998.
6. J. Lafferty and C. Zhai. Document language models, query models, and risk minimization for information retrieval. In Proceedings of SIGIR'01, pages 111-119, 2001.
7. D. R. H. Miller, T. Leek, and R. M. Schwartz. A hidden markov model information retrieval system. In Proceedings of SIGIR'99, pages 214-221, 1999.
8. M. Mitra, C. Buckley, A. Singhal, and C. Cardie. An analysis of statistical and syntactic phrases. In Proceedings of RIAO-97, 5th International Conference "Recherche d'Information Assistee par Ordinateur", pages 200-214, Montreal, CA, 1997.
9. J. M. Ponte and W. B. Croft. A language modeling approach to information retrieval. In Proceedings of SIGIR'98, pages 275-281. ACM, New York, 1998.
10. F. Song and W. B. Croft. A general language model for information retrieval. In Proceedings of SIGIR'99, pages 279-280, 1999.