A closer look at skip-gram modelling

Proceedings of the 5th International Conference on Language Resources and Evaluation, LREC 2006

Volumn , Issue , 2006, Pages 1222-1225

  Guthrie, David ^a   Allison, Ben ^a   Liu, Wei ^a   Guthrie, Louise ^a   Wilks, Yorick ^a  

^a UNIVERSITY OF SHEFFIELD   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL LINGUISTICS; LINGUISTICS;

DATA SPARSITY; DATA SPARSITY PROBLEMS; LARGE CORPORA; LARGE PROBLEMS; MACHINE TRANSLATION SYSTEMS; MODEL LANGUAGES; TRAINING CORPUS; TRAINING DATA;

NATURAL LANGUAGE PROCESSING SYSTEMS;

EID: 84884495961     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. Ben Allison, David Guthrie, Louise Guthrie, Wei Liu, Yorick Wilks. Quantifying the Likelihood of Unseen Events: A further look at the data Sparsity problem. Awaiting publication, 2005
2. Peter F. Brown, John Cocke, Stephen A. DellaPietra, Vincent J. DellaPietra, Frederick Jelinek, John D. Lafferty, Robert L. Mercer, and Paul S. Roossin. 1990. A statistical approach to machine translation. Computational Linguistics, 16(2): 79-85, June.
3. Kenneth Church. 1988. A stochastic parts program and noun phrase parser for unrestricted text. In Proceedings of the Second Conference on Applied Natural Language Processing, pages 136-143.
4. Joshua Goodman. 2001. A Bit of Progress in Language Modelling. Computer Speech and Language, October 2001, pages 403-434.
5. Hermann Ney, Ute Essen, and Reinhard Kneser. 1994. On structuring probabilistic dependences in stochastic language modelling. Computer, Speech, and Language, 8:1-38.
6. Ronald Rosenfeld. 1994. Adaptive Statistical Language Modelling: A Maximum Entropy Approach. Ph.D. thesis, Carnegie Mellon University, April.
7. Manhung Siu and Mari Ostendorf. 2000. Variable n-grams and extensions for conversational speech language modelling. IEEE Transactions on Speech and Audio Processing, 8:63-75.
8. S.J. Young and L.L. Chase. 1998. Speech recognition evaluation: a review of the U.S. CSR and LVCSR programmes, Computer Speech and Language, 12, 263-279.