Inferring decision trees using the minimum description length principle
Information and Computation
Elements of information theory
Elements of information theory
A Learning Criterion for Stochastic Rules
Machine Learning - Computational learning theory
Class-based n-gram models of natural language
Computational Linguistics
Selection and information: a class-based approach to lexical relationships
Selection and information: a class-based approach to lexical relationships
Training and scaling preference functions for disambiguation
Computational Linguistics
WordNet: a lexical database for English
Communications of the ACM
Explorations in Automatic Thesaurus Discovery
Explorations in Automatic Thesaurus Discovery
Stochastic Complexity in Statistical Inquiry Theory
Stochastic Complexity in Statistical Inquiry Theory
Inducing Probabilistic Grammars by Bayesian Model Merging
ICGI '94 Proceedings of the Second International Colloquium on Grammatical Inference and Applications
A minimum description length approach to grammar inference
Connectionist, Statistical, and Symbolic Approaches to Learning for Natural Language Processing
Stochastic complexity in learning
EuroCOLT '95 Proceedings of the Second European Conference on Computational Learning Theory
How to encode semantic knowledge: a method for meaning representation and computer-aided acquisition
Computational Linguistics
Structural ambiguity and lexical relations
Computational Linguistics - Special issue on using large corpora: I
Retrieving collocations from text: Xtract
Computational Linguistics - Special issue on using large corpora: I
From grammar to lexicon: unsupervised learning of lexical syntax
Computational Linguistics - Special issue on using large corpora: II
Building a large annotated corpus of English: the penn treebank
Computational Linguistics - Special issue on using large corpora: II
Automatic learning for semantic collocation
ANLC '92 Proceedings of the third conference on Applied natural language processing
Automatic extraction of subcategorization from corpora
ANLC '97 Proceedings of the fifth conference on Applied natural language processing
ANLC '97 Proceedings of the fifth conference on Applied natural language processing
Automatic selection of class labels from a thesaurus for an effective semantic tagging of corpora
ANLC '97 Proceedings of the fifth conference on Applied natural language processing
Structural ambiguity and lexical relations
ACL '91 Proceedings of the 29th annual meeting on Association for Computational Linguistics
Contextual word similarity and estimation from sparse data
ACL '93 Proceedings of the 31st annual meeting on Association for Computational Linguistics
Distributional clustering of English words
ACL '93 Proceedings of the 31st annual meeting on Association for Computational Linguistics
Automatic acquisition of a large subcategorization dictionary from corpora
ACL '93 Proceedings of the 31st annual meeting on Association for Computational Linguistics
Automatic acquisition of the lexical semantics of verbs from sentence frames
ACL '89 Proceedings of the 27th annual meeting on Association for Computational Linguistics
New techniques for context modeling
ACL '95 Proceedings of the 33rd annual meeting on Association for Computational Linguistics
ACL '94 Proceedings of the 32nd annual meeting on Association for Computational Linguistics
Similarity-based estimation of word cooccurrence probabilities
ACL '94 Proceedings of the 32nd annual meeting on Association for Computational Linguistics
ACL '90 Proceedings of the 28th 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
Two principles of parse preference
COLING '90 Proceedings of the 13th conference on Computational linguistics - Volume 3
Verbal case frame acquisition from a bilingual corpus: gradual knowledge acquisition
COLING '94 Proceedings of the 15th conference on Computational linguistics - Volume 2
Generalizing automatically generated selectional patterns
COLING '94 Proceedings of the 15th conference on Computational linguistics - Volume 2
An experiment on learning appropriate Selectional Restrictions from a parsed corpus
COLING '94 Proceedings of the 15th conference on Computational linguistics - Volume 2
A rule-based approach to prepositional phrase attachment disambiguation
COLING '94 Proceedings of the 15th conference on Computational linguistics - Volume 2
Two methods for learning ALT-J/E translation rules from examples and a semantic hierarchy
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
Lexical knowledge acquisition from bilingual corpora
COLING '92 Proceedings of the 14th conference on Computational linguistics - Volume 2
Acquisition of selectional patterns
COLING '92 Proceedings of the 14th conference on Computational linguistics - Volume 2
Machine translation by case generalization
COLING '92 Proceedings of the 14th conference on Computational linguistics - Volume 2
Learning dependencies between case frame slots
COLING '96 Proceedings of the 16th conference on Computational linguistics - Volume 1
COLING '96 Proceedings of the 16th conference on Computational linguistics - Volume 2
Semantic classes and syntactic ambiguity
HLT '93 Proceedings of the workshop on Human Language Technology
A maximum entropy model for prepositional phrase attachment
HLT '94 Proceedings of the workshop on Human Language Technology
Class-based probability estimation using a semantic hierarchy
Computational Linguistics
The disambiguation of nominalizations
Computational Linguistics
Discovery of Definition Patterns by Compressing Dictionary Sentences
Progress in Discovery Science, Final Report of the Japanese Discovery Science Project
Automatic Discovery of Definition Patterns Based on the MDL Principle
DS '99 Proceedings of the Second International Conference on Discovery Science
A probabilistic account of logical metonymy
Computational Linguistics
Using the web to obtain frequencies for unseen bigrams
Computational Linguistics - Special issue on web as corpus
Learning dependencies between case frame slots
Computational Linguistics
Word clustering and disambiguation based on co-occurrence data
Natural Language Engineering
Word clustering and disambiguation based on co-occurrence data
COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 2
A class-based probabilistic approach to structural disambiguation
COLING '00 Proceedings of the 18th conference on Computational linguistics - Volume 1
Towards automatic fine-grained semantic classification of verb-noun collocations
Natural Language Engineering
CorMet: a computational, corpus-based conventional metaphor extraction system
Computational Linguistics
Evaluating and combining approaches to selectional preference acquisition
EACL '03 Proceedings of the tenth conference on European chapter of the Association for Computational Linguistics - Volume 1
The descent of hierarchy, and selection in relational semantics
ACL '02 Proceedings of the 40th Annual Meeting on Association for Computational Linguistics
Tree-cut and a lexicon based on systematic polysemy
NAACL '01 Proceedings of the second meeting of the North American Chapter of the Association for Computational Linguistics on Language technologies
Class-based probability estimation using a semantic hierarchy
NAACL '01 Proceedings of the second meeting of the North American Chapter of the Association for Computational Linguistics on Language technologies
Unsupervised methods for developing taxonomies by combining syntactic and statistical information
NAACL '03 Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology - Volume 1
Disambiguating Nouns, Verbs, and Adjectives Using Automatically Acquired Selectional Preferences
Computational Linguistics
Co-occurrence Retrieval: A Flexible Framework for Lexical Distributional Similarity
Computational Linguistics
Automatic extraction of systematic polysemy using tree-cut
NAACL-ANLP-SSCNLPS '00 Proceedings of the 2000 NAACL-ANLP Workshop on Syntactic and semantic complexity in natural language processing systems - Volume 1
Experiments on the Automatic Induction of German Semantic Verb Classes
Computational Linguistics
A semantic scattering model for the automatic interpretation of genitives
HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
Recommending questions using the mdl-based tree cut model
Proceedings of the 17th international conference on World Wide Web
A method of creating new valency entries
Machine Translation
Word sense disambiguation: A survey
ACM Computing Surveys (CSUR)
On the time-dependent occupancy distribution of the g/g/1 queuing system
Probability in the Engineering and Informational Sciences
Using selectional profile distance to detect verb alternations
CLS '04 Proceedings of the HLT-NAACL Workshop on Computational Lexical Semantics
Deriving generalized knowledge from corpora using WordNet abstraction
EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics
Discriminative learning of selectional preference from unlabeled text
EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Automatic extraction of systematic polysemy using tree-cut
NLPComplexity '00 NAACL-ANLP 2000 Workshop: Syntactic and Semantic Complexity in Natural Language Processing Systems
A cognitive model for the representation and acquisition of verb selectional preferences
CACLA '07 Proceedings of the Workshop on Cognitive Aspects of Computational Language Acquisition
Effective use of WordNet semantics via kernel-based learning
CONLL '05 Proceedings of the Ninth Conference on Computational Natural Language Learning
Fully unsupervised core-adjunct argument classification
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
A latent dirichlet allocation method for selectional preferences
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Automatic selectional preference acquisition for Latin verbs
ACLstudent '10 Proceedings of the ACL 2010 Student Research Workshop
Semi-supervised WSD in selectional preferences with semantic redundancy
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
The EM-based wordnet synsets annotation of NP/PP heads
LTC'09 Proceedings of the 4th conference on Human language technology: challenges for computer science and linguistics
Grouping alternating schemata in semantic valence dictionary of polish verbs
TSD'11 Proceedings of the 14th international conference on Text, speech and dialogue
A semantic kernel to exploit linguistic knowledge
AI*IA'05 Proceedings of the 9th conference on Advances in Artificial Intelligence
SIIS'11 Proceedings of the 2011 international conference on Security and Intelligent Information Systems
Instance-driven attachment of semantic annotations over conceptual hierarchies
EACL '12 Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics
Disambiguating noun and verb senses using automatically acquired selectional preferences
SENSEVAL '01 The Proceedings of the Second International Workshop on Evaluating Word Sense Disambiguation Systems
Modelling selectional preferences in a lexical hierarchy
SemEval '12 Proceedings of the First Joint Conference on Lexical and Computational Semantics - Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation
Local and global context for supervised and unsupervised metonymy resolution
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
ISPA'07 Proceedings of the 2007 international conference on Frontiers of High Performance Computing and Networking
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A new method for automatically acquiring case frame patterns from large corpora is proposed. In particular, the problem of generalizing values of a case frame slot for a verb is viewed as that of estimating a conditional probability distribution over a partition of words, and a new generalization method based on the Minimum Description Length (MDL) principle is proposed. In order to assist with efficiency, the proposed method makes use of an existing thesaurus and restricts its attention to those partitions that are present as "cuts" in the thesaurus tree, thus reducing the generalization problem to that of estimating a "tree cut model" of the thesaurus tree. An efficient algorithm is given, which provably obtains the optimal tree cut model for the given frequency data of a case slot, in the sense of MDL. Case frame patterns obtained by the method were used to resolve PP-attachment ambiguity. Experimental results indicate that the proposed method improves upon or is at least comparable with existing methods.