Selection and information: a class-based approach to lexical relationships
Selection and information: a class-based approach to lexical relationships
Bracketing Compound Nouns for Logic Form Derivation
Proceedings of the Fifteenth International Florida Artificial Intelligence Research Society Conference
Scaling up. Using the WWW to Resolve PP Attachment Ambiguities
KONVENS 2000 / Sprachkommunikation, Vorträge der gemeinsamen Veranstaltung 5. Konferenz zur Verarbeitung natürlicher Sprache (KONVENS), 6. ITG-Fachtagung "Sprachkommunikation"
Structural ambiguity and lexical relations
Computational Linguistics - Special issue on using large corpora: I
Building a large annotated corpus of English: the penn treebank
Computational Linguistics - Special issue on using large corpora: II
Coping with syntactic ambiguity or how to put the block in the box on the table
Computational Linguistics
Three generative, lexicalised models for statistical parsing
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
Statistical models for unsupervised prepositional phrase attachment
COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 2
A simple but useful approach to conjunct identification
ACL '92 Proceedings of the 30th annual meeting on Association for Computational Linguistics
A rule-based approach to prepositional phrase attachment disambiguation
COLING '94 Proceedings of the 15th conference on Computational linguistics - Volume 2
Dynamic programming method for analyzing conjunctive structures in Japanese
COLING '92 Proceedings of the 14th conference on Computational linguistics - Volume 1
Learning random walk models for inducing word dependency distributions
ICML '04 Proceedings of the twenty-first international conference on Machine learning
An unsupervised model for statistically determining coordinate phrase attachment
ACL '99 Proceedings of the 37th annual meeting of the Association for Computational Linguistics on Computational Linguistics
Scaling to very very large corpora for natural language disambiguation
ACL '01 Proceedings of the 39th Annual Meeting on Association for Computational Linguistics
An unsupervised approach to prepositional phrase attachment using contextually similar words
ACL '00 Proceedings of the 38th Annual Meeting on Association for Computational Linguistics
Web-based models for natural language processing
ACM Transactions on Speech and Language Processing (TSLP)
A maximum entropy model for prepositional phrase attachment
HLT '94 Proceedings of the workshop on Human Language Technology
Search engine statistics beyond the n-gram: application to noun compound bracketing
CONLL '05 Proceedings of the Ninth Conference on Computational Natural Language Learning
SS'07 Proceedings of 16th USENIX Security Symposium on USENIX Security Symposium
Detecting privacy leaks using corpus-based association rules
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
CICLing '07 Proceedings of the 8th International Conference on Computational Linguistics and Intelligent Text Processing
Improving classification accuracy using automatically extracted training data
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Semantic classification of noun phrases using web counts and learning algorithms
ACL '07 Proceedings of the 45th Annual Meeting of the ACL: Student Research Workshop
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
Coordination disambiguation without any similarities
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
UCD-PN: classification of semantic relations between nominals using WordNet and web counts
SemEval '07 Proceedings of the 4th International Workshop on Semantic Evaluations
Using lexical patterns in the Google Web 1T corpus to deduce semantic relations between nouns
DEW '09 Proceedings of the Workshop on Semantic Evaluations: Recent Achievements and Future Directions
Journal of Biomedical Informatics
Coordinate structure analysis with global structural constraints and alignment-based local features
ACL '09 Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP: Volume 2 - Volume 2
Improving syntactic coordination resolution using language modeling
HLT-SRWS '10 Proceedings of the NAACL HLT 2010 Student Research Workshop
Automatic detection of nocuous coordination ambiguities in natural language requirements
Proceedings of the IEEE/ACM international conference on Automated software engineering
A methodology for automatic identification of nocuous ambiguity
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Web-scale features for full-scale parsing
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Using large monolingual and bilingual corpora to improve coordination disambiguation
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Using verbs to characterize noun-noun relations
AIMSA'06 Proceedings of the 12th international conference on Artificial Intelligence: methodology, Systems, and Applications
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Coordination structure analysis using dual decomposition
EACL '12 Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics
Domain adaptation of a dependency parser with a class-class selectional preference model
ACL '12 Proceedings of ACL 2012 Student Research Workshop
Semi-supervised dependency parsing using lexical affinities
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
Annotating coordination in the Penn treebank
LAW VI '12 Proceedings of the Sixth Linguistic Annotation Workshop
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Recent work has shown that very large corpora can act as training data for NLP algorithms even without explicit labels. In this paper we show how the use of surface features and paraphrases in queries against search engines can be used to infer labels for structural ambiguity resolution tasks. Using unsupervised algorithms, we achieve 84% precision on PP-attachment and 80% on noun compound coordination.