An empirical study on language model adaptation using a metric of domain similarity

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 3651 LNAI, Issue , 2005, Pages 957-968

  Yuan, Wei ^a   Gao, Jianfeng ^b   Suzuki, Hisami ^b  

^a SHANGHAI JIAO TONG UNIVERSITY   (China)

^b MICROSOFT RESEARCH   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTATION METHODS; CHARACTER ERROR RATE (CER); KANA-KANJI CONVERSION; LANGUAGE MODEL ADAPTATION; MAXIMUM A POSTERIORI (MAP);

ADAPTIVE CONTROL SYSTEMS; COMPUTER SCIENCE; ERRORS; MATHEMATICAL MODELS; PERSONNEL TRAINING;

NATURAL LANGUAGE PROCESSING SYSTEMS;

EID: 33645966779     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11562214_83     Document Type: Conference Paper

References (12)

1. Bellagarda, J. An Overview of Statistical Language Model Adaptation. In ITRW on Adaptation Methods for Speech Recognition (2001): 165-174.
2. Collins, M. Ranking Algorithms for Name-Entity Extraction: Boosting and the Voted Perceptron. ACL (2002).
3. Collins, M. Discriminative Training Methods for Hidden Markov Models: Theory and Experiments with Perceptron Algorithms. EMNLP (2002).
4. Gao. J., H. Yu, P. Xu, and W. Yuan. Minimum Sample Risk Methods for Language Modeling. To Appear (2005).
5. Manning, C.D., and H. Schütze. Foundations of Statistical Natural Language Processing. The MIT Press (1999).
6. Dagan, I., L. Lee, and F. Pereira. Similarity-based models of cooccurrence probabilities. Machine Learning, 34(1-3): 43-69 (1999).
7. Lee, L. Measures of distributional similarity. ACL (1999): 25-32.
8. Roark, B, M. Saraclar and M. Collins. Corrective Language Modeling for Large Vocabulary ASR with the Perceptron Algorithm. ICASSP (2004): 749-752.
9. Bacchiani, M., B. Roark and M. Saraclar. Language Model Adaptation with MAP Estimation and the Perceptron Algorithm. HLT-NAACL (2004): 21-24.
10. Bacchiani, M. and B. Roark. Unsupervised language model adaptation. ICASSP (2003): 224-227
11. Och, F.J. Minimum error rate training in statistical machine translation. ACL (2003): 160-167.
12. Gao, J., J. Goodman, M. Li, and K.F. Lee. Toward a unified approach to statistical language modeling for Chinese. ACM Transactions on Asian Language Information Processing 1-1 (2002): 3-33.