Au d i b e rt, 2011. ,
Don't count, predict! A systematic comparison of context-counting vs. context-predicting semantic vectors, Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pp.238-247, 2014. ,
DOI : 10.3115/v1/P14-1023
Distributional Memory: A General Framework for Corpus-Based Semantics, Computational Linguistics, vol.37, issue.1, pp.673-721, 2010. ,
DOI : 10.1162/coli.08-032-R1-06-96
Using substitute vectors and co-occurrence modeling for word sense induction and disambiguation, Proceedings of SemEval -2013, pp.300-306 ,
Neural Probabilistic Language Models, J. Mach. Learn. Res, vol.3, pp.1137-1155, 2003. ,
DOI : 10.1007/3-540-33486-6_6
URL : https://hal.archives-ouvertes.fr/hal-01434258
Latent dirichlet allocation, J. Mach. Learn. Res, vol.3, pp.993-1022, 2003. ,
Unsupervised, corpus-based method for extending a biomedical terminology, Proceedings of the ACL-02 workshop on Natural language processing in the biomedical domain -, pp.2-53, 2002. ,
DOI : 10.3115/1118149.1118157
Rankbased transformation in measuring semantic relatedness, G ao, Y. et J a p kow i c z, N., éditeurs : Canadian Conference on AI, pp.187-190, 2009. ,
Retrieval system evaluation, Vo o r h e e s, E. et H a r m a n, D., éditeurs : TREC : Experiment and Evaluation in Information Retrieval, 2005. ,
Evaluating WordNet-based Measures of Lexical Semantic Relatedness, Computational Linguistics, vol.17, issue.1, pp.13-47, 2006. ,
DOI : 10.1016/S0022-5371(79)90604-2
Extracting semantic representations from word co-occurrence statistics: A computational study, Behavior Research Methods, vol.35, issue.6, pp.510-526, 2007. ,
DOI : 10.3758/BF03195494
Extracting semantic representations from word co-occurrence statistics: stop-lists, stemming, and SVD, Behavior Research Methods, vol.43, issue.3, pp.890-907, 2012. ,
DOI : 10.3758/s13428-010-0042-z
Discrete component analysis, SLSFS, pp.1-33, 2005. ,
Discovering word senses from text using random indexing A step towards the detection of semantic variants of terms in technical documents, Proceedings of the 9th International International Conference on Computational Linguistics (COLING-ACL'98), pp.498-504, 1998. ,
Fredist : Automatic construction of distributional thesauri for French, Actes de la 18ème conférence TALN, pp.119-124, 2011. ,
URL : https://hal.archives-ouvertes.fr/hal-00602004
Variation terminologique : Reconnaissance et acquisition automatique de termes et de leurs variantes en corpus, 1997. ,
Spotting and discovering terms through natural language processing, 2001. ,
Pictures of relevance: A geometric analysis of similarity measures, Journal of the American Society for Information Science, vol.38, issue.6, pp.420-442, 1987. ,
DOI : 10.1002/(SICI)1097-4571(198711)38:6<420::AID-ASI3>3.0.CO;2-S
K r i s t o f e r s s o n, J. et H o l s t, Random indexing of text samples for latent semantic analysis, éditeurs : Proceedings of the 22nd Annual Conference of the Cognitive Science Society, pp.103-106, 2000. ,
From words to understanding, Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics Foundations of Real-World Intelligence, pp.294-308, 2001. ,
A Systematic Study of Semantic Vector Space Model Parameters, Proceedings of the 2nd Workshop on Continuous Vector Space Models and their Compositionality (CVSC), pp.21-30, 2014. ,
DOI : 10.3115/v1/W14-1503
Modelling word similarity : an evaluation of automatic synonymy extraction algorithms, Language Resources and Evaluation (LREC'08) European Language Resources Association (ELRA), pp.3243-3249, 2008. ,
A solution to Plato's problem: The latent semantic analysis theory of acquisition, induction, and representation of knowledge., Psychological Review, vol.104, issue.2, p.211, 1997. ,
DOI : 10.1037/0033-295X.104.2.211
Learning the parts of objects by nonnegative matrix factorization, Nature, vol.401, pp.788-791, 1999. ,
Measures of distributional similarity, Proceedings of ACL-1999, pp.25-32, 1999. ,
Automatic retrieval and clustering of similar words, Proceedings of the 17th international conference on Computational linguistics, pp.768-774, 1998. ,
An information-theoretic definition of similarity, Proceedings of the 15th International Conference on Machine Learning, pp.296-304, 1998. ,
Discovery of inference rules for question-answering, Natural Language Engineering, vol.7, issue.4, pp.343-360, 2001. ,
Producing high-dimensional semantic spaces from lexical co-occurrence, Behavior Research Methods, Instruments, & Computers, vol.19, issue.2, pp.203-208, 1996. ,
DOI : 10.1007/BF01074363
URL : https://link.springer.com/content/pdf/10.3758%2FBF03204766.pdf
B u rg e s s, C. et At c h l e y Semantic and associative priming in high-dimensional semantic space, Proceedings of the 17th Annual Conference of the Cognitive Science Society, pp.660-665, 1995. ,
Introduction to Information Retrieval, 2008. ,
DOI : 10.1017/CBO9780511809071
Efficient estimation of word representations in vector space, 2013. ,
Composition in distributional models of semantics, Cognitive Science, issue.8, pp.341388-1429, 2010. ,
Looking at Unbalanced Specialized Comparable Corpora for Bilingual Lexicon Extraction, Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pp.1284-1293, 2014. ,
DOI : 10.3115/v1/P14-1121
URL : https://hal.archives-ouvertes.fr/hal-01097565
Automatic Acquisition and Expansion of Hypernym Links, Computers and the Humanities, vol.38, issue.4, pp.363-396, 2004. ,
Non-classical lexical semantic relations, Proceedings of the HLT-NAACL Workshop on Computational Lexical Semantics, CLS 04, pp.46-51, 2004. ,
Semantic Relations Between Nominals, Synthesis Lectures on Human Language Technologies, vol.6, issue.1, 2013. ,
DOI : 10.2200/S00489ED1V01Y201303HLT019
Corpus-based identification and refinement of semantic classes, Proc AMIA Annu Fall Symp, pp.585-594, 1997. ,
Dependency-Based Construction of Semantic Space Models, Computational Linguistics, vol.24, issue.1, pp.161-199, 2007. ,
DOI : 10.1017/S135132490200298X
A study of hybrid similarity measures for semantic relation extraction, Proceedings of the Workshop on Innovative Hybrid Approaches to the Processing of Textual Data, pp.10-18, 2012. ,
Web-scale distributional similarity and entity set expansion, Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing Volume 2, EMNLP '09, pp.938-947, 2009. ,
DOI : 10.3115/1699571.1699635
URL : http://www.aclweb.org/anthology/D/D09/D09-1098.pdf
Pat wa r d h a n, S. et M i c h e l i z z i Wordnet : : Similarity : measuring the relatedness of concepts, Demonstration Papers at HLT-NAACL 2004, pp.38-41, 2004. ,
P e i r s m a n, Y. et G e e r a e rt s Predicting strong associations on the basis of corpus data, EACL-2009, pp.648-654, 2009. ,
Size matters. tight and loose context definitions in english word space models Generalising and normalising distributional contexts to reduce data sparsity : application to medical corpora, ESSLLI Workshop on Distributional Lexical Semantics CompuTerm 2014 : 4th International Workshop on Computational Terminology, pp.34-41, 2008. ,
Réduction de la dispersion des données par généralisation des contextes distributionnels : application aux textes de spécialité, Proceedings of TALN 2014, pp.232-243, 2014. ,
Do we still need gold standards for evaluation ?, Proceedings of LREC 2008 European Language Resources Association, pp.1-6, 2008. ,
URL : https://hal.archives-ouvertes.fr/hal-00321436
Kernel principal component analysis, éditeurs : Advances in Kernel Methods, pp.327-352, 1999. ,
DOI : 10.1007/BFb0020217
Ru m s h i s k y, A. et U z u n e r Evaluating temporal relations in clinical text : 2012 i2b2 challenge, JAMIA, vol.20, issue.5, pp.806-813, 2013. ,
A generalized vector space model for text retrieval based on semantic relatedness, EACL 2009, pp.70-78, 2009. ,
From frequency to meaning : Vector space models of semantics, Journal of artificial intelligence research, vol.37, pp.141-188, 2010. ,
Syntactic contexts for finding semantically related words R e c k m a n, H. et C r e m e r s, C., éditeurs : Computational Linguistics in the Netherlands, pp.173-186, 2004. ,
2010] van der P l a s, L. et T i e d e m a n n Finding medical term variations using parallel corpora and distributional similarity, Proceedings of the 6th Workshop on Ontologies and Lexical Resources, pp.28-37, 2010. ,
Analysis of recommender systems' algorithms, The 6th Hellenic European Conference on Computer Mathematics & its Applications (HERCMA), pp.1-14, 2003. ,
Co-occurrence retrieval : A flexible framework for lexical distributional similarity, Computational Linguistics, issue.4, pp.31439-475, 2005. ,
Characterising measures of lexical distributional similarity, Proceedings of the 20th international conference on Computational Linguistics , COLING '04, pp.1015-1022, 2004. ,
DOI : 10.3115/1220355.1220501
Semantic vectors : a scalable open source package and online technology management application, Proceedings of the Sixth International Conference on Language Resources and Evaluation) European Language Resources Association (ELRA), pp.1183-1190, 2008. ,
Providing machine tractable dictionary tools, J. E. Journal of Machine Translation, vol.2, pp.750-755, 1990. ,
DOI : 10.1007/bf00393758
Wisdom of crowds versus wisdom of linguists ??? measuring the semantic relatedness of words, Natural Language Engineering, vol.17, issue.01, pp.25-59, 2010. ,
DOI : 10.3115/1219840.1219887
Dimensionality Reduction with Category Information Fusion and Non-negative Matrix Factorization for Text Categorization, éditeurs : AICI, volume 7004 de Lecture Notes in Computer Science, pp.505-512, 2011. ,
DOI : 10.1016/j.eswa.2010.08.066
Bootstrapping Distributional Feature Vector Quality, Computational Linguistics, vol.19, issue.1, pp.435-461, 2009. ,
DOI : 10.1162/089120105775299122
URL : http://doi.org/10.1162/coli.08-032-r1-06-96