A systematic comparison of various statistical alignment models
Computational Linguistics
Combining Classifiers for word sense disambiguation
Natural Language Engineering
Natural Language Engineering
Two languages are more informative than one
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
Word sense disambiguation within a multilingual framework
Word sense disambiguation within a multilingual framework
HLT '93 Proceedings of the workshop on Human Language Technology
Sense discrimination with parallel corpora
WSD '02 Proceedings of the ACL-02 workshop on Word sense disambiguation: recent successes and future directions - Volume 8
Ensemble methods for unsupervised WSD
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
Word sense disambiguation: A survey
ACM Computing Surveys (CSUR)
Scaling up word sense disambiguation via parallel texts
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 3
SemEval-2007 task 12: Turkish lexical sample task
SemEval '07 Proceedings of the 4th International Workshop on Semantic Evaluations
Knowledge-based WSD on specific domains: performing better than generic supervised WSD
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Word sense disambiguation for all words without hard labor
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
An Experimental Study of Graph Connectivity for Unsupervised Word Sense Disambiguation
IEEE Transactions on Pattern Analysis and Machine Intelligence
BabelNet: building a very large multilingual semantic network
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Knowledge-rich Word Sense Disambiguation rivaling supervised systems
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
SemEval-2010 task 2: Cross-lingual lexical substitution
SemEval '10 Proceedings of the 5th International Workshop on Semantic Evaluation
SemEval-2010 task 3: Cross-lingual word sense disambiguation
SemEval '10 Proceedings of the 5th International Workshop on Semantic Evaluation
SemEval-2010 task: Japanese WSD
SemEval '10 Proceedings of the 5th International Workshop on Semantic Evaluation
SemEval-2010 task 17: All-words word sense disambiguation on a specific domain
SemEval '10 Proceedings of the 5th International Workshop on Semantic Evaluation
UHD: Cross-lingual word sense disambiguation using multilingual co-occurrence graphs
SemEval '10 Proceedings of the 5th International Workshop on Semantic Evaluation
UvT-WSD1: A cross-lingual word sense disambiguation system
SemEval '10 Proceedings of the 5th International Workshop on Semantic Evaluation
UBA: Using automatic translation and Wikipedia for cross-lingual lexical substitution
SemEval '10 Proceedings of the 5th International Workshop on Semantic Evaluation
IIITH: Domain specific word sense disambiguation
SemEval '10 Proceedings of the 5th International Workshop on Semantic Evaluation
CFILT: Resource conscious approaches for all-words domain specific WSD
SemEval '10 Proceedings of the 5th International Workshop on Semantic Evaluation
MENTA: inducing multilingual taxonomies from wikipedia
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Joint bilingual sentiment classification with unlabeled parallel corpora
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Together we can: bilingual bootstrapping for WSD
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Using bilingual parallel corpora for cross-lingual textual entailment
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Word sense disambiguation with multilingual features
IWCS '11 Proceedings of the Ninth International Conference on Computational Semantics
ParaSense or how to use parallel corpora for word sense disambiguation
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: short papers - Volume 2
Proceedings of the 20th ACM international conference on Information and knowledge management
English tasks: all-words and verb lexical sample
SENSEVAL '01 The Proceedings of the Second International Workshop on Evaluating Word Sense Disambiguation Systems
Multilingual WSD with just a few lines of code: the BabelNet API
ACL '12 Proceedings of the ACL 2012 System Demonstrations
Collaboratively built semi-structured content and Artificial Intelligence: The story so far
Artificial Intelligence
CICLing'13 Proceedings of the 14th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part I
Integrating syntactic and semantic analysis into the open information extraction paradigm
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
The cross-lingual lexical substitution task
Language Resources and Evaluation
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We present a multilingual joint approach to Word Sense Disambiguation (WSD). Our method exploits BabelNet, a very large multilingual knowledge base, to perform graph-based WSD across different languages, and brings together empirical evidence from these languages using ensemble methods. The results show that, thanks to complementing wide-coverage multilingual lexical knowledge with robust graph-based algorithms and combination methods, we are able to achieve the state of the art in both monolingual and multilingual WSD settings.