Probabilistic models of short and long distance word dependencies in running text
HLT '89 Proceedings of the workshop on Speech and Natural Language
A corpus-based approach to language learning
A corpus-based approach to language learning
Selection and information: a class-based approach to lexical relationships
Selection and information: a class-based approach to lexical relationships
Machine Learning
A stochastic parts program and noun phrase parser for unrestricted text
ANLC '88 Proceedings of the second conference on Applied natural language processing
Word-sense disambiguation using statistical methods
ACL '91 Proceedings of the 29th annual meeting on Association for Computational Linguistics
GPSM: a Generaized Probabilistic Semantic Model for ambiguity resolution
ACL '92 Proceedings of the 30th annual meeting on Association for Computational Linguistics
A finite-state morphological processor for Spanish
COLING '90 Proceedings of the 13th conference on Computational linguistics - Volume 3
Word-sense disambiguation using statistical models of Roget's categories trained on large corpora
COLING '92 Proceedings of the 14th conference on Computational linguistics - Volume 2
Corpus-based statistical sense resolution
HLT '93 Proceedings of the workshop on Human Language Technology
HLT '93 Proceedings of the workshop on Human Language Technology
Estimating lexical priors for low-frequency morphologically ambiguous forms
Computational Linguistics
Learning to resolve natural language ambiguities: a unified approach
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
A Winnow-Based Approach to Context-Sensitive Spelling Correction
Machine Learning - Special issue on natural language learning
The use of word sense disambiguation in an information extraction system
AAAI '99/IAAI '99 Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence
Communications of the ACM
Large scale experiments on correction of confused words
ACSC '01 Proceedings of the 24th Australasian conference on Computer science
Comparison of three machine-learning methods for Thai part-of-speech tagging
ACM Transactions on Asian Language Information Processing (TALIP)
Boosting Applied toe Word Sense Disambiguation
ECML '00 Proceedings of the 11th European Conference on Machine Learning
A Hidden Markov Model Approach to Word Sense Disambiguation
IBERAMIA 2002 Proceedings of the 8th Ibero-American Conference on AI: Advances in Artificial Intelligence
Knowledge Sources for Word Sense Disambiguation
TSD '01 Proceedings of the 4th International Conference on Text, Speech and Dialogue
Word Sense Disambiguation of Czech Texts
TSD '99 Proceedings of the Second International Workshop on Text, Speech and Dialogue
Lexical Semantic Ambiguity Resolution with Bigram-Based Decision Trees
CICLing '01 Proceedings of the Second International Conference on Computational Linguistics and Intelligent Text Processing
Learning Rules for Large-Vocabulary Word Sense Disambiguation: A Comparison of Various Classifiers
NLP '00 Proceedings of the Second International Conference on Natural Language Processing
Finding the Right Words: An Analysis of Not-Translated Words in Machine Translation
AMTA '98 Proceedings of the Third Conference of the Association for Machine Translation in the Americas on Machine Translation and the Information Soup
AIME '01 Proceedings of the 8th Conference on AI in Medicine in Europe: Artificial Intelligence Medicine
MiTAP, text and audio processing for bio-security: a case study
Eighteenth national conference on Artificial intelligence
Introduction to the special issue on word sense disambiguation: the state of the art
Computational Linguistics - Special issue on word sense disambiguation
Using corpus statistics and WordNet relations for sense identification
Computational Linguistics - Special issue on word sense disambiguation
Generalizing case frames using a thesaurus and the MDL principle
Computational Linguistics
Real-time automatic insertion of accents in French text
Natural Language Engineering
NAACL 2000 Proceedings of the 1st North American chapter of the Association for Computational Linguistics conference
A classification approach to word prediction
NAACL 2000 Proceedings of the 1st North American chapter of the Association for Computational Linguistics conference
Contextual spelling correction using latent semantic analysis
ANLC '97 Proceedings of the fifth conference on Applied natural language processing
Review of "Statistical language learning" by Eugene Charniak. The MIT Press 1993.
Computational Linguistics
EACL '99 Proceedings of the ninth conference on European chapter of the Association for Computational Linguistics
Combining unsupervised lexical knowledge methods for word sense disambiguation
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
Using syntactic dependency as local context to resolve word sense ambiguity
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
Towards a single proposal in spelling correction
COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 1
Unsupervised word sense disambiguation rivaling supervised methods
ACL '95 Proceedings of the 33rd annual meeting on Association for Computational Linguistics
Integrating multiple knowledge sources to disambiguate word sense: an exemplar-based approach
ACL '96 Proceedings of the 34th annual meeting on Association for Computational Linguistics
Combining Trigram-based and feature-based methods for context-sensitive spelling correction
ACL '96 Proceedings of the 34th annual meeting on Association for Computational Linguistics
Fast parsing using pruning and grammar specialization
ACL '96 Proceedings of the 34th annual meeting on Association for Computational Linguistics
Bunsetsu identification using category-exclusive rules
COLING '00 Proceedings of the 18th conference on Computational linguistics - Volume 1
Named entity chunking techniques in supervised learning for Japanese named entity recognition
COLING '00 Proceedings of the 18th conference on Computational linguistics - Volume 2
Sources of Success for Boosted Wrapper Induction
The Journal of Machine Learning Research
New Techniques for Disambiguation in Natural Language and Their Application to Biological Text
The Journal of Machine Learning Research
Word translation disambiguation using bilingual bootstrapping
Computational Linguistics
Verb class disambiguation using informative priors
Computational Linguistics
Unsupervised question answering data acquisition from local corpora
Proceedings of the thirteenth ACM international conference on Information and knowledge management
Man vs. machine: a case study in base noun phrase learning
ACL '99 Proceedings of the 37th annual meeting of the Association for Computational Linguistics on Computational Linguistics
ACM Transactions on Asian Language Information Processing (TALIP)
EACL '03 Proceedings of the tenth conference on European chapter of the Association for Computational Linguistics - Volume 1
HLT '01 Proceedings of the first international conference on Human language technology research
Syntactic features for high precision word sense disambiguation
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
Scaling to very very large corpora for natural language disambiguation
ACL '01 Proceedings of the 39th Annual Meeting on Association for Computational Linguistics
Word translation disambiguation using Bilingual Bootstrapping
ACL '02 Proceedings of the 40th Annual Meeting on Association for Computational Linguistics
ACL '02 Proceedings of the 40th Annual Meeting on Association for Computational Linguistics
A decision tree of bigrams is an accurate predictor of word sense
NAACL '01 Proceedings of the second meeting of the North American Chapter of the Association for Computational Linguistics on Language technologies
A context-sensitive homograph disambiguation in Thai text-to-speech synthesis
NAACL-Short '03 Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology: companion volume of the Proceedings of HLT-NAACL 2003--short papers - Volume 2
ACL '03 Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - Volume 1
An intelligent procedure assistant built using REGULUS 2 and ALTERF
ACL '03 Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - Volume 2
Learning in natural language: theory and algorithmic approaches
ConLL '00 Proceedings of the 2nd workshop on Learning language in logic and the 4th conference on Computational natural language learning - Volume 7
A comparison between supervised learning algorithms for word sense disambiguation
ConLL '00 Proceedings of the 2nd workshop on Learning language in logic and the 4th conference on Computational natural language learning - Volume 7
Nonlocal language modeling based on context co-occurrence vectors
EMNLP '00 Proceedings of the 2000 Joint SIGDAT conference on Empirical methods in natural language processing and very large corpora: held in conjunction with the 38th Annual Meeting of the Association for Computational Linguistics - Volume 13
A statistical model for parsing and word-sense disambiguation
EMNLP '00 Proceedings of the 2000 Joint SIGDAT conference on Empirical methods in natural language processing and very large corpora: held in conjunction with the 38th Annual Meeting of the Association for Computational Linguistics - Volume 13
An empirical study of the domain dependence of supervised word sense disambiguation systems
EMNLP '00 Proceedings of the 2000 Joint SIGDAT conference on Empirical methods in natural language processing and very large corpora: held in conjunction with the 38th Annual Meeting of the Association for Computational Linguistics - Volume 13
One sense per collocation and genre/topic variations
EMNLP '00 Proceedings of the 2000 Joint SIGDAT conference on Empirical methods in natural language processing and very large corpora: held in conjunction with the 38th Annual Meeting of the Association for Computational Linguistics - Volume 13
An incremental decision list learner
EMNLP '02 Proceedings of the ACL-02 conference on Empirical methods in natural language processing - Volume 10
Combining outputs of multiple Japanese named entity chunkers by stacking
EMNLP '02 Proceedings of the ACL-02 conference on Empirical methods in natural language processing - Volume 10
Letter level learning for language independent diacritics restoration
COLING-02 proceedings of the 6th conference on Natural language learning - Volume 20
Information extraction research and applications: current progress and future directions
TIPSTER '98 Proceedings of a workshop on held at Baltimore, Maryland: October 13-15, 1998
Training a naive bayes classifier via the EM algorithm with a class distribution constraint
CONLL '03 Proceedings of the seventh conference on Natural language learning at HLT-NAACL 2003 - Volume 4
Applying machine learning to Chinese temporal relation resolution
ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics
Direct word sense matching for lexical substitution
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
An equivalent pseudoword solution to Chinese word sense disambiguation
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
Combining linguistic features with weighted Bayesian classifier for temporal reference processing
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
A lemma-based approach to a maximum entropy word sense disambiguation system for Dutch
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Trajectory based word sense disambiguation
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Context representation using word sequences extracted from a news corpus
International Journal of Approximate Reasoning
Unsupervised analysis for decipherment problems
COLING-ACL '06 Proceedings of the COLING/ACL on Main conference poster sessions
Successfully detecting and correcting false friends using channel profiles
Proceedings of the second workshop on Analytics for noisy unstructured text data
A UNIFIED APPROACH TO GRAPHEME-TO-PHONEME CONVERSION FOR THE PLATTOS SLOVENIAN TEXT-TO-SPEECH SYSTEM
Applied Artificial Intelligence
Word Sense Disambiguation of Farsi Homographs Using Thesaurus and Corpus
GoTAL '08 Proceedings of the 6th international conference on Advances in Natural Language Processing
Using co-occurrence models for placename disambiguation
International Journal of Geographical Information Science
Word sense disambiguation: A survey
ACM Computing Surveys (CSUR)
The bootstrapping of the Yarowsky algorithm in real corpora
Information Processing and Management: an International Journal
Text classification from unlabeled documents with bootstrapping and feature projection techniques
Information Processing and Management: an International Journal
A Mixed Trigrams Approach for Context Sensitive Spell Checking
CICLing '07 Proceedings of the 8th International Conference on Computational Linguistics and Intelligent Text Processing
Exploring the sense distributions of homographs
EACL '06 Proceedings of the Eleventh Conference of the European Chapter of the Association for Computational Linguistics: Posters & Demonstrations
An empirical study on class-based word sense disambiguation
EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics
A weakly supervised learning approach for spoken language understanding
EMNLP '06 Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing
A Japanese predicate argument structure analysis using decision lists
EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Spoken language understanding using weakly supervised learning
Computer Speech and Language
SWAT-MP: the SemEval-2007 systems for task 5 and task 14
SemEval '07 Proceedings of the 4th International Workshop on Semantic Evaluations
Combining knowledge- and corpus-based word-sense-disambiguation methods
Journal of Artificial Intelligence Research
On the use of automatically acquired examples for all-nouns word sense disambiguation
Journal of Artificial Intelligence Research
Learning rules for large vocabulary word sense disambiguation
IJCAI'99 Proceedings of the 16th international joint conference on Artificial intelligence - Volume 2
Automatic dating of documents and temporal text classification
ARTE '06 Proceedings of the Workshop on Annotating and Reasoning about Time and Events
All-word prediction as the ultimate confusable disambiguation
CHSLP '06 Proceedings of the Workshop on Computationally Hard Problems and Joint Inference in Speech and Language Processing
MiTAP text and audio processing for bio-security: a case study
IAAI'02 Proceedings of the 14th conference on Innovative applications of artificial intelligence - Volume 1
Web-scale N-gram models for lexical disambiguation
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Kernel methods for minimally supervised wsd
Computational Linguistics
Projecting parameters for multilingual word sense disambiguation
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 1 - Volume 1
Using word-sense disambiguation methods to classify web queries by intent
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 3 - Volume 3
Language models for contextual error detection and correction
CLAGI '09 Proceedings of the EACL 2009 Workshop on Computational Linguistic Aspects of Grammatical Inference
Deterministic Japanese word segmentation by decision list method
PRICAI'00 Proceedings of the 6th Pacific Rim international conference on Artificial intelligence
Processing natural language without natural language processing
CICLing'03 Proceedings of the 4th international conference on Computational linguistics and intelligent text processing
Short and informal documents: a probabilistic model for description enrichment
NGITS'09 Proceedings of the 7th international conference on Next generation information technologies and systems
Unsupervised Part-of-Speech Tagging in the Large
Research on Language and Computation
Diacritics restoration in vietnamese: letter based vs. syllable based model
PRICAI'10 Proceedings of the 11th Pacific Rim international conference on Trends in artificial intelligence
Word sense disambiguation methods
Programming and Computing Software
Context constraint disambiguation of word semantics by field association schemes
Information Processing and Management: an International Journal
Correcting different types of errors in texts
Canadian AI'11 Proceedings of the 24th Canadian conference on Advances in artificial intelligence
Discovering links between lexical and surface features in questions and answers
WebKDD'04 Proceedings of the 6th international conference on Knowledge Discovery on the Web: advances in Web Mining and Web Usage Analysis
An interactive proofreading system for inappropriately selected words on using predictive text entry
IJCNLP'04 Proceedings of the First international joint conference on Natural Language Processing
Robust utilization of context in word sense disambiguation
CONTEXT'05 Proceedings of the 5th international conference on Modeling and Using Context
Building a dictionary of anthroponyms
PROPOR'06 Proceedings of the 7th international conference on Computational Processing of the Portuguese Language
A case study of using web search statistics: case restoration
CICLing'10 Proceedings of the 11th international conference on Computational Linguistics and Intelligent Text Processing
Artificial Intelligence in Medicine
Developing an algorithm for mining semantics in texts
CICLing'12 Proceedings of the 13th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part II
Decision lists for English and Basque
SENSEVAL '01 The Proceedings of the Second International Workshop on Evaluating Word Sense Disambiguation Systems
Exploring automatic word sense disambiguation with decision lists and the web
Proceedings of the COLING-2000 Workshop on Semantic Annotation and Intelligent Content
Detecting hate speech on the world wide web
LSM '12 Proceedings of the Second Workshop on Language in Social Media
CLEF'06 Proceedings of the 7th international conference on Cross-Language Evaluation Forum: evaluation of multilingual and multi-modal information retrieval
Wikipedia-based WSD for multilingual frame annotation
Artificial Intelligence
A new fuzzy rule-based classification system for word sense disambiguation
Intelligent Data Analysis
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This paper presents a statistical decision procedure for lexical ambiguity resolution. The algorithm exploits both local syntactic patterns and more distant collocational evidence, generating an efficient, effective, and highly perspicuous recipe for resolving a given ambiguity. By identifying and utilizing only the single best disambiguating evidence in a target context, the algorithm avoids the problematic complex modeling of statistical dependencies. Although directly applicable to a wide class of ambiguities, the algorithm is described and evaluated in a realistic case study, the problem of restoring missing accents in Spanish and French text. Current accuracy exceeds 99% on the full task, and typically is over 90% for even the most difficult ambiguities.