Studies in part of speech labelling
HLT '91 Proceedings of the workshop on Speech and Natural Language
Building a large annotated corpus of English: the penn treebank
Computational Linguistics - Special issue on using large corpora: II
Coping with ambiguity and unknown words through probabilistic models
Computational Linguistics - Special issue on using large corpora: II
Tagging English text with a probabilistic model
Computational Linguistics
A stochastic parts program and noun phrase parser for unrestricted text
ANLC '88 Proceedings of the second conference on Applied natural language processing
A practical part-of-speech tagger
ANLC '92 Proceedings of the third conference on Applied natural language processing
A simple rule-based part of speech tagger
ANLC '92 Proceedings of the third conference on Applied natural language processing
Ambiguity resolution in a reductionistic parser
EACL '93 Proceedings of the sixth conference on European chapter of the Association for Computational Linguistics
Constraint grammar as a framework for parsing running text
COLING '90 Proceedings of the 13th conference on Computational linguistics - Volume 3
Neural network approach to word category prediction for English texts
COLING '90 Proceedings of the 13th conference on Computational linguistics - Volume 3
Enhancing Text Retrieval by Using Advanced Stylistic Techniques
Journal of Intelligent and Robotic Systems
Machine Learning in Human Language Technology
Machine Learning and Its Applications, Advanced Lectures
A Practical Chunker for Unrestricted Text
NLP '00 Proceedings of the Second International Conference on Natural Language Processing
Dialogue act modeling for automatic tagging and recognition of conversational speech
Computational Linguistics
Automatic rule induction for unknown-word guessing
Computational Linguistics
Unsupervised learning of part-of-speech guessing rules
Natural Language Engineering
POS disambiguation and unknown word guessing with decision trees
EACL '99 Proceedings of the ninth conference on European chapter of the Association for Computational Linguistics
A stochastic parser based on a structural word prediction model
COLING '00 Proceedings of the 18th conference on Computational linguistics - Volume 1
Identification of probable real words: an entropy-based approach
ULA '02 Proceedings of the ACL-02 workshop on Unsupervised lexical acquisition - Volume 9
Part-of-speech tagging of modern hebrew text
Natural Language Engineering
ACL '07 Proceedings of the 45th Annual Meeting of the ACL on Interactive Poster and Demonstration Sessions
Part of speech tagger for Assamese text
ACLShort '09 Proceedings of the ACL-IJCNLP 2009 Conference Short Papers
Automatic evaluation of syntactic learners in typologically-different languages
Cognitive Systems Research
Adaptive Bayesian HMM for Fully Unsupervised Chinese Part-of-Speech Induction
ACM Transactions on Asian Language Information Processing (TALIP)
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Five language and tagset independent stochastic taggers, handling morphological and contextual information, are presented and tested in corpora of seven European languages (Dutch, English, French, German, Greek, Italian and Spanish), using two sets of grammatical tags; a small set containing the eleven main grammatical classes and a large set of grammatical categories common to all languages. The unknown words are tagged using an experimentally proven stochastic hypothesis that links the stochastic behavior of the unknown words with that of the less probable known words. A fully automatic training and tagging program has been implemented on an IBM PC-compatible 80386-based computer. Measurements of error rate, time response, and memory requirements have shown that the taggers' performance is satisfactory, even though a small training text is available. The error rate is improved when new texts are used to update the stochastic model parameters.