Dbpedia: A nucleus for a web of open data. The semantic web, pp.722-735, 2007. ,
Knowledge-Powered Deep Learning for Word Embedding, Joint European Conference on Machine Learning and Knowledge Discovery in Databases, pp.132-148, 2014. ,
DOI : 10.1007/978-3-662-44848-9_9
Enriching word vectors with subword information. arXiv preprint, 2016. ,
Multimodal distributional semantics, J. Artif. Intell. Res.(JAIR), vol.49, pp.1-47, 2014. ,
A unified architecture for natural language processing, Proceedings of the 25th international conference on Machine learning, ICML '08, pp.160-167, 2008. ,
DOI : 10.1145/1390156.1390177
Natural language processing (almost) from scratch, Journal of Machine Learning Research, vol.12, pp.2493-2537, 2011. ,
Fast and Robust Neural Network Joint Models for Statistical Machine Translation, Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pp.1370-1380, 2014. ,
DOI : 10.3115/v1/P14-1129
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.635.2680
Retrofitting Word Vectors to Semantic Lexicons, Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, pp.1606-1615, 2015. ,
DOI : 10.3115/v1/N15-1184
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.763.9979
Placing search in context, Proceedings of the tenth international conference on World Wide Web , WWW '01, pp.406-414, 2001. ,
DOI : 10.1145/371920.372094
Simverb-3500: A largescale evaluation set of verb similarity. arXiv preprint, 2016. ,
Large-scale learning of word relatedness with constraints, Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining, KDD '12, pp.1406-1414, 2012. ,
DOI : 10.1145/2339530.2339751
WikiReading: A Novel Large-scale Language Understanding Task over Wikipedia, Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2016. ,
DOI : 10.18653/v1/P16-1145
URL : http://arxiv.org/pdf/1608.03542
Embeddings for Word Sense Disambiguation: An Evaluation Study, Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pp.897-907, 2016. ,
DOI : 10.18653/v1/P16-1085
Bag of tricks for efficient text classification. arXiv preprint, 2016. ,
Specializing Word Embeddings for Similarity or Relatedness, Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015. ,
DOI : 10.18653/v1/D15-1242
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.696.609
Not All Contexts Are Created Equal: Better Word Representations with Variable Attention, Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, pp.1367-1372, 2015. ,
DOI : 10.18653/v1/D15-1161
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.697.6860
Better word representations with recursive neural networks for morphology, CoNLL, pp.104-113, 2013. ,
Efficient estimation of word representations in vector space. arXiv preprint, 2013. ,
Cernock`y, and Sanjeev Khudanpur Recurrent neural network based language model, Interspeech . volume, p.3, 2010. ,
Wordnet: a lexical database for english, Communications of the ACM, vol.38, issue.11, pp.39-41, 1995. ,
Contextual correlates of semantic similarity, Language and cognitive processes, vol.6, issue.1, pp.1-28, 1991. ,
Glove: Global Vectors for Word Representation, Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP), pp.1532-1575, 2014. ,
DOI : 10.3115/v1/D14-1162
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.645.8863
A word at a time, Proceedings of the 20th international conference on World wide web, WWW '11, 2011. ,
DOI : 10.1145/1963405.1963455
Contextual correlates of synonymy, Communications of the ACM, vol.8, issue.10, pp.627-633, 1965. ,
DOI : 10.1145/365628.365657
The Proof and Measurement of Association between Two Things, The American Journal of Psychology, vol.15, issue.1, pp.72-101, 1904. ,
DOI : 10.2307/1412159
Generating text with recurrent neural networks, Proceedings of the 28th International Conference on Machine Learning (ICML-11, pp.1017-1024, 2011. ,
Knowledge Graph and Text Jointly Embedding, Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP), pp.1591-1601, 2014. ,
DOI : 10.3115/v1/D14-1167
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.667.5548
Connecting language and knowledge bases with embedding models for relation extraction. arXiv preprint, 2013. ,
URL : https://hal.archives-ouvertes.fr/hal-00880455
Rcnet: A general framework for incorporating knowledge into word representations, Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, pp.1219-1228, 2014. ,
Verb similarity on the taxonomy of WordNet, 2006. ,
Improving Lexical Embeddings with Semantic Knowledge, Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), pp.545-550, 2014. ,
DOI : 10.3115/v1/P14-2089
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.638.3167
End-to-end learning of semantic role labeling using recurrent neural networks, Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), pp.1127-1137, 2015. ,
DOI : 10.3115/v1/P15-1109