Choice of grammatical word-class without global syntactic analysis: tagging words in the LOB Corpus.
Computers and the Humanities
Grammatical category disambiguation by statistical optimization
Computational Linguistics
Constraint Grammar: A Language-Independent System for Parsing Unrestricted Text
Constraint Grammar: A Language-Independent System for Parsing Unrestricted Text
Natural Language Processing: The Plnlp Approach
Natural Language Processing: The Plnlp Approach
Slot Grammar: A System for Simpler Construction of Practical Natural Language Grammars
Proceedings of the International Symposium on Natural Language and Logic
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
Tagging accurately: don't guess if you know
ANLC '94 Proceedings of the fourth conference on Applied natural language processing
Does Baum-Welch re-estimation help taggers?
ANLC '94 Proceedings of the fourth 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
Acquiring disambiguation rules from text
ACL '89 Proceedings of the 27th annual meeting on Association for Computational Linguistics
ACL '90 Proceedings of the 28th annual meeting on Association for Computational Linguistics
Part-of-speech tagging with neural networks
COLING '94 Proceedings of the 15th conference on Computational linguistics - Volume 1
CLAWS4: the tagging of the British National Corpus
COLING '94 Proceedings of the 15th conference on Computational linguistics - Volume 1
Syntactic analysis of natural language using linguistic rules and corpus-based patterns
COLING '94 Proceedings of the 15th conference on Computational linguistics - Volume 1
Compiling and using finite-state syntactic rules
COLING '92 Proceedings of the 14th conference on Computational linguistics - Volume 1
TTP: a fast and robust parser for natural language
COLING '92 Proceedings of the 14th conference on Computational linguistics - Volume 1
Finite-state parsing and disambiguation
COLING '90 Proceedings of the 13th conference on Computational linguistics - Volume 2
Joint knowledge capture for grammars and ontologies
Proceedings of the 1st international conference on Knowledge capture
An integrated, dual learner for grammars and ontologies
Data & Knowledge Engineering
An Integrated Statistical Model for Tagging and Chunking Unrestricted Text
TDS '00 Proceedings of the Third International Workshop on Text, Speech and Dialogue
Automatic rule induction for unknown-word guessing
Computational Linguistics
Fuzzy network model for part-of-speech tagging under small training data
Natural Language Engineering
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
Morphological disambiguation by voting constraints
ACL '98 Proceedings of the 35th Annual Meeting of the Association for Computational Linguistics and Eighth Conference of the European Chapter of the Association for Computational Linguistics
Comparing a linguistic and a stochastic tagger
ACL '98 Proceedings of the 35th Annual Meeting of the Association for Computational Linguistics and Eighth Conference of the European Chapter of the Association for Computational Linguistics
Tagging English by path voting constraints
COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 2
Japanese morphological analyzer using word co-occurrence: JTAG
COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 1
Unsupervised learning of word-category guessing rules
ACL '96 Proceedings of the 34th annual meeting on Association for Computational Linguistics
Tagging and chunking with bigrams
COLING '00 Proceedings of the 18th conference on Computational linguistics - Volume 2
A tagger/lemmatiser for Dutch medical language
COLING '96 Proceedings of the 16th conference on Computational linguistics - Volume 2
Shallow language processing architecture for Bulgarian
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
How far are we from (semi-) automatic annotation of anaphoric links in corpora?
ANARESOLUTION '97 Proceedings of a Workshop on Operational Factors in Practical, Robust Anaphora Resolution for Unrestricted Texts
The present use of statistics in the evaluation of NLP parsers
NeMLaP3/CoNLL '98 Proceedings of the Joint Conferences on New Methods in Language Processing and Computational Natural Language Learning
Does tagging help parsing?: a case study on finite state parsing
FSMNLP '09 Proceedings of the International Workshop on Finite State Methods in Natural Language Processing
Tagging Icelandic text using a linguistic and a statistical tagger
NAACL-Short '07 Human Language Technologies 2007: The Conference of the North American Chapter of the Association for Computational Linguistics; Companion Volume, Short Papers
Etiquetage grammatical de l'arabe voyellé ou non
Semitic '98 Proceedings of the Workshop on Computational Approaches to Semitic Languages
Understanding and executing a declarative sentence involving a forms-of-be verb
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Tagging a morphologically complex language using heuristics
FinTAL'06 Proceedings of the 5th international conference on Advances in Natural Language Processing
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There are two main methodologies for constructing the knowledge base of a natural language analyser: the linguistic and the data-driven. Recent state-of-the-art part-of-speech taggers are based on the data-driven approach. Because of the known feasibility of the linguistic rule-based approach at related levels of description, the success of the data-driven approach in part-of-speech analysis may appear surprising. In this paper, a case is made for the syntactic nature of part-of-speech tagging. A new tagger of English that uses only linguistic distributional rules is outlined and empirically evaluated. Tested against a benchmark corpus of 38,000 words of previously unseen text, this syntax-based system reaches an accuracy of above 99%. Compared to the 95--97% accuracy of its best competitors, this result suggests the feasibility of the linguistic approach also in part-of-speech analysis.