Quantifying inductive bias: AI learning algorithms and Valiant's learning framework
Artificial Intelligence
Chinese text segmentation for text retrieval: achievements and problems
Journal of the American Society for Information Science
Statistical methods for speech recognition
Statistical methods for speech recognition
An Efficient, Probabilistically Sound Algorithm for Segmentation andWord Discovery
Machine Learning - Special issue on natural language learning
The Unsupervised Acquisition of a Lexicon from Continuous Speech
The Unsupervised Acquisition of a Lexicon from Continuous Speech
Learning case-based knowledge for disambiguating Chinese word segmentation: a preliminary study
SIGHAN '02 Proceedings of the first SIGHAN workshop on Chinese language processing - Volume 18
Contextual dependencies in unsupervised word segmentation
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
A hybrid back-transliteration system for Japanese
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Voting experts: An unsupervised algorithm for segmenting sequences
Intelligent Data Analysis
Improving word segmentation by simultaneously learning phonotactics
CoNLL '08 Proceedings of the Twelfth Conference on Computational Natural Language Learning
Online EM for unsupervised models
NAACL '09 Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Language independent word segmentation for statistical machine translation
Proceedings of the 3rd International Universal Communication Symposium
Representational bias in unsupervised learning of syllable structure
CONLL '05 Proceedings of the Ninth Conference on Computational Natural Language Learning
WMT '10 Proceedings of the Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR
Recession segmentation: simpler online word segmentation using limited resources
CoNLL '10 Proceedings of the Fourteenth Conference on Computational Natural Language Learning
Web scale NLP: a case study on url word breaking
Proceedings of the 20th international conference on World wide web
Word segmentation for dialect translation
CICLing'11 Proceedings of the 12th international conference on Computational linguistics and intelligent text processing - Volume Part II
Combining indicators of allophony
HLT-SS '11 Proceedings of the ACL 2011 Student Session
Modeling infant word segmentation
CoNLL '11 Proceedings of the Fifteenth Conference on Computational Natural Language Learning
CMCL '11 Proceedings of the 2nd Workshop on Cognitive Modeling and Computational Linguistics
Bootstrapping a unified model of lexical and phonetic acquisition
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
Phrase-based approach for adaptive tokenization
SIGMORPHON '12 Proceedings of the Twelfth Meeting of the Special Interest Group on Computational Morphology and Phonology
Segmenting web-domains and hashtags using length specific models
Proceedings of the 21st ACM international conference on Information and knowledge management
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A statistical model for segmentation and word discovery in continuous speech is presented. An incremental unsupervised learning algorithm to infer word boundaries based on this model is described. Results are also presented of empirical tests showing that the algorithm is competitive with other models that have been used for similar tasks.