A framework of a mechanical translation between Japanese and English by analogy principle
Proc. of the international NATO symposium on Artificial and human intelligence
Semantic interpretation and the resolution of ambiguity
Semantic interpretation and the resolution of ambiguity
Instance-Based Learning Algorithms
Machine Learning
Information retrieval: data structures and algorithms
Information retrieval: data structures and algorithms
COLT '92 Proceedings of the fifth annual workshop on Computational learning theory
Lexical ambiguity and information retrieval
ACM Transactions on Information Systems (TOIS)
Proceedings of the 1992 ACM/IEEE conference on Supercomputing
Using WordNet to disambiguate word senses for text retrieval
SIGIR '93 Proceedings of the 16th annual international ACM SIGIR conference on Research and development in information retrieval
Lexical knowledge representation and natural language processing
Artificial Intelligence - Special volume on natural language processing
A sequential algorithm for training text classifiers
SIGIR '94 Proceedings of the 17th annual international ACM SIGIR conference on Research and development in information retrieval
Improving Generalization with Active Learning
Machine Learning - Special issue on structured connectionist systems
Selection and information: a class-based approach to lexical relationships
Selection and information: a class-based approach to lexical relationships
Word sense disambiguation using a second language monolingual corpus
Computational Linguistics
Statistical Language Learning
Introduction to Modern Information Retrieval
Introduction to Modern Information Retrieval
Sequential model selection for word sense disambiguation
ANLC '97 Proceedings of the fifth conference on Applied natural language processing
On learning more appropriate Selectional Restrictions
EACL '95 Proceedings of the seventh conference on European chapter of the Association for Computational Linguistics
Subject-dependent co-occurrence and word sense disambiguation
ACL '91 Proceedings of the 29th annual meeting on Association for Computational Linguistics
Word-sense disambiguation using statistical methods
ACL '91 Proceedings of the 29th annual meeting on Association for Computational Linguistics
Unsupervised word sense disambiguation rivaling supervised methods
ACL '95 Proceedings of the 33rd annual meeting on Association for Computational Linguistics
Word-sense disambiguation using decomposable models
ACL '94 Proceedings of the 32nd annual meeting on Association for Computational Linguistics
Noun classification from predicate-argument structures
ACL '90 Proceedings of the 28th 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
Minimizing manual annotation cost in supervised training from corpora
ACL '96 Proceedings of the 34th annual meeting on Association for Computational Linguistics
Estimating upper and lower bounds on the performance of word-sense disambiguation programs
ACL '92 Proceedings of the 30th annual meeting on Association for Computational Linguistics
A best-match algorithm for broad-coverage example-based disambiguation
COLING '94 Proceedings of the 15th conference on Computational linguistics - Volume 2
Automatic recognition of verbal polysemy
COLING '94 Proceedings of the 15th conference on Computational linguistics - Volume 2
Thesaurus-based efficient example retrieval by generating retrieval queries from similarities
COLING '94 Proceedings of the 15th conference on Computational linguistics - Volume 2
Co-occurrence vectors from corpora vs. distance vectors from dictionaries
COLING '94 Proceedings of the 15th conference on Computational linguistics - Volume 1
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
Learning translation templates from bilingual text
COLING '92 Proceedings of the 14th conference on Computational linguistics - Volume 2
To what extent does case contribute to verb sense disambiguation?
COLING '96 Proceedings of the 16th conference on Computational linguistics - Volume 1
A portable & quick Japanese parser: QJP
COLING '96 Proceedings of the 16th conference on Computational linguistics - Volume 2
Sense classification of verbal polysemy based-on Bilingual Class/Class Association
COLING '96 Proceedings of the 16th conference on Computational linguistics - Volume 2
Corpus-based statistical sense resolution
HLT '93 Proceedings of the workshop on Human Language Technology
Remembering to forget: a competence-preserving case deletion policy for case-based reasoning systems
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 1
Automatic thesaurus construction based on grammatical relations
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
A WordNet-based algorithm for word sense disambiguation
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
Boosting Applied toe Word Sense Disambiguation
ECML '00 Proceedings of the 11th European Conference on Machine Learning
Word sense disambiguation using static and dynamic sense vectors
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
Word sense disambiguation by learning from unlabeled data
ACL '00 Proceedings of the 38th Annual Meeting on Association for Computational Linguistics
Sample Selection for Statistical Parsing
Computational Linguistics
Sample selection for statistical grammar induction
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
On minimizing training corpus for parser acquisition
ConLL '01 Proceedings of the 2001 workshop on Computational Natural Language Learning - Volume 7
A paraphrase-based exploration of cohesiveness criteria
EWNLG '01 Proceedings of the 8th European workshop on Natural Language Generation - Volume 8
An empirical study of the behavior of active learning for word sense disambiguation
HLT-NAACL '06 Proceedings of the main conference on Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics
Analysis of selective strategies to build a dependency-analyzed corpus
COLING-ACL '06 Proceedings of the COLING/ACL on Main conference poster sessions
Word sense disambiguation: A survey
ACM Computing Surveys (CSUR)
Example-based metonymy recognition for proper nouns
EACL '06 Proceedings of the Eleventh Conference of the European Chapter of the Association for Computational Linguistics: Student Research Workshop
Active learning for the identification of nonliteral language
FigLanguages '07 Proceedings of the Workshop on Computational Approaches to Figurative Language
Word sense disambiguation using OntoNotes: an empirical study
EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
On the use of automatically acquired examples for all-nouns word sense disambiguation
Journal of Artificial Intelligence Research
Computational Linguistics
Extracting sense-disambiguated example sentences from parallel corpora
WDE '09 Proceedings of the 1st Workshop on Definition Extraction
EGAL: exploration guided active learning for TCBR
ICCBR'10 Proceedings of the 18th international conference on Case-Based Reasoning Research and Development
Exploring label dependency in active learning for phenotype mapping
BioNLP '12 Proceedings of the 2012 Workshop on Biomedical Natural Language Processing
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This paper proposes an efficient example sampling method for example-based word sense disambiguation systems. To construct a database of practical size, a considerable overhead for manual sense disambiguation (overhead for supervision) is required. In addition, the time complexity of searching a large-sized database poses a considerable problem (overhead for search). To counter these problems, our method selectively samples a smaller-sized effective subset from a given example set for use in word sense disambiguation. Our method is characterized by the reliance on the notion of training utility: the degree to which each example is informative for future example sampling when used for the training of the system. The system progressively collects examples by selecting those with greatest utility. The paper reports the effectiveness of our method through experiments on about one thousand sentences. Compared to experiments with other example sampling methods, our method reduced both the overhead for supervision and the overhead for search, without the degeneration of the performance of the system.