A Cache-Based Natural Language Model for Speech Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Portability in the Janus Natural Language Interface
HLT '89 Proceedings of the workshop on Speech and Natural Language
Towards understanding text with a very large vocabulary
HLT '90 Proceedings of the workshop on Speech and Natural Language
A stochastic parts program and noun phrase parser for unrestricted text
ANLC '88 Proceedings of the second conference on Applied natural language processing
ACL '90 Proceedings of the 28th annual meeting on Association for Computational Linguistics
Unification-based semantic interpretation in the BBN Spoken Language System
HLT '89 Proceedings of the workshop on Speech and Natural Language
Preference semantics for message understanding
HLT '89 Proceedings of the workshop on Speech and Natural Language
Partial parsing: a report on work in progress
HLT '91 Proceedings of the workshop on Speech and Natural Language
Automatic stochastic tagging of natural language texts
Computational Linguistics
Natural language information retrieval in digital libraries
Proceedings of the first ACM international conference on Digital libraries
Building a large annotated corpus of English: the penn treebank
Computational Linguistics - Special issue on using large corpora: II
A simple rule-based part of speech tagger
ANLC '92 Proceedings of the third conference on Applied natural language processing
TTP: a fast and robust parser for natural language
COLING '92 Proceedings of the 14th conference on Computational linguistics - Volume 1
A self-learning universal concept spotter
COLING '96 Proceedings of the 16th conference on Computational linguistics - Volume 2
BBN PLUM: MUC-3 test results and analysis
MUC3 '91 Proceedings of the 3rd conference on Message understanding
BBN: description of the PLUM system as used for MUC-3
MUC3 '91 Proceedings of the 3rd conference on Message understanding
A simple rule-based part of speech tagger
HLT '91 Proceedings of the workshop on Speech and Natural Language
Decision tree models applied to the labeling of text with parts-of-speech
HLT '91 Proceedings of the workshop on Speech and Natural Language
A new approach to text understanding
HLT '91 Proceedings of the workshop on Speech and Natural Language
Example-based correction of word segmentation and part of speech labelling
HLT '93 Proceedings of the workshop on Human Language Technology
Japanese word segmentation by hidden Markov model
HLT '94 Proceedings of the workshop on Human Language Technology
Statistical named entity recognizer adaptation
COLING-02 proceedings of the 6th conference on Natural language learning - Volume 20
Natural language information retrieval: TIPSTER-2 final report
TIPSTER '96 Proceedings of a workshop on held at Vienna, Virginia: May 6-8, 1996
Building a hierarchical annotated corpus of urdu: the URDU.KON-TB treebank
CICLing'12 Proceedings of the 13th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part I
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We report here on our experiments with POST (Part of Speech Tagger) to address problems of ambiguity and of understanding unknown words. Part of speech tagging, per se, is a well understood problem. Our paper reports experiments in three important areas: handling unknown words, limiting the size of the training set, and returning a set of the most likely tags for each word rather than a single tag. We describe the algorithms that we used and the specific results of our experiments on Wall Street Journal articles and on MUC terrorist messages.