{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,30]],"date-time":"2024-10-30T05:34:44Z","timestamp":1730266484257,"version":"3.28.0"},"reference-count":36,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015,7]]},"DOI":"10.1109\/ijcnn.2015.7280462","type":"proceedings-article","created":{"date-parts":[[2015,10,1]],"date-time":"2015-10-01T17:48:02Z","timestamp":1443721682000},"page":"1-7","source":"Crossref","is-referenced-by-count":6,"title":["Integrating word embeddings and traditional NLP features to measure textual entailment and semantic relatedness of sentence pairs"],"prefix":"10.1109","author":[{"given":"Jiang","family":"Zhao","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Man","family":"Lan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zheng-Yu","family":"Niu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"family":"Yue Lu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"article-title":"Measures and applications of lexical distributional simi-larity","year":"2003","author":"weeds","key":"ref33"},{"key":"ref32","first-page":"655","article-title":"A convolutional neural network for modelling sentences","author":"blunsom","year":"2014","journal-title":"Proceedings annual meeting of the Association for Computational Linguistics"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/D14-1181"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/1390156.1390177"},{"key":"ref36","first-page":"2825","article-title":"Scikit-learn: Machine learning in Python","volume":"12","author":"pedregosa","year":"2011","journal-title":"The Journal of Machine Learning Research"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/P14-5010"},{"key":"ref34","first-page":"864","article-title":"Modeling sentences in the latent space","volume":"1","author":"guo","year":"2012","journal-title":"Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics Long Papers"},{"key":"ref10","first-page":"993","article-title":"Latent dirichlet allocation","volume":"3","author":"blei","year":"2003","journal-title":"The Journal of Machine Learning Research"},{"key":"ref11","article-title":"Probabilistic textual entailment: Generic applied modeling of language variability","author":"dagan","year":"2004","journal-title":"PASCAL Workshop on Learning Methods for Text Understanding and Mining"},{"key":"ref12","first-page":"22","article-title":"A text summarization approach under the influence of textual entailment","author":"lloret","year":"2008","journal-title":"Proceedings of the 5th International Workshop on Natural Language Processing and Cognitive Science NLPCS"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.3115\/1220175.1220289"},{"key":"ref14","first-page":"321","article-title":"Towards cross-lingual textual entailment","author":"mehdad","year":"2010","journal-title":"Human Language Technologies The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/S14-2001"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.3115\/1654536.1654547"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2014.6889713"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/S14-2044"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/s13042-011-0026-z"},{"key":"ref28","first-page":"399","article-title":"Semeval-2013 Task 8: Cross-lingual textual entailment for content synchronization","author":"negri","year":"2013","journal-title":"Proceedings of the 7th International Workshop on Semantic Evaluation (SemEval 2013)"},{"key":"ref4","first-page":"3111","article-title":"Distributed representations of words and phrases and their compositionality","author":"mikolov","year":"2013","journal-title":"Advances in neural information processing systems"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-71496-5_5"},{"key":"ref3","article-title":"Efficient estimation of word representations in vector space","author":"mikolov","year":"2013","journal-title":"arXiv preprint arXiv 1301 3781"},{"key":"ref6","first-page":"2493","article-title":"Natural language processing (almost) from scratch","volume":"12","author":"collobert","year":"2011","journal-title":"The Journal of Machine Learning Research"},{"key":"ref29","first-page":"467","article-title":"Class-based n-gram models of natural language","volume":"18","author":"brown","year":"1992","journal-title":"Computational Linguistics"},{"key":"ref5","first-page":"384","article-title":"Word representations: a simple and general method for semi-supervised learning","author":"turian","year":"2010","journal-title":"Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics"},{"key":"ref8","article-title":"Exploiting similarities among languages for machine translation","author":"mikolov","year":"2013","journal-title":"arXiv preprint arXiv 1309 4168"},{"key":"ref7","article-title":"The expressive power of word embeddings","author":"chen","year":"2013","journal-title":"ICML 2013 Workshop on Deep Learning for Audio Speech and Language Processing"},{"key":"ref2","first-page":"1137","article-title":"A neural probabilistic language model","volume":"3","author":"bengio","year":"2003","journal-title":"JOURNAL OF MACHlNE LEARNING RE-SEARCH"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1037\/0033-295X.104.2.211"},{"key":"ref1","first-page":"142","article-title":"Learning word vectors for sentiment analysis","author":"maas","year":"2011","journal-title":"Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics Human Language Technologies-Volume 1"},{"key":"ref20","first-page":"441","article-title":"Take-Lab: Systems for measuring semantic text similarity","author":"saric","year":"2012","journal-title":"Proceedings of the Sixth International Workshop on Semantic Evaluation ACL"},{"key":"ref22","first-page":"34","article-title":"SOFTCARDINALITY: Learning to identify directional cross-lingual entailment from cardinalities and SMT","author":"jimenez","year":"2013","journal-title":"Proceedings of the Seventh International Workshop on Semantic Evaluation (SemEval 2013) A"},{"key":"ref21","first-page":"32","article-title":"SEM 2013 shared task: Semantic textual similarity","author":"agirre","year":"2013","journal-title":"Second Joint Conference on Lexical and Computational Semantics (SEM)"},{"key":"ref24","article-title":"CLaC-CORE: Exhaustive feature combination for measuring textual similarity","author":"shareghi","year":"2013","journal-title":"Second Joint Conference on Lexical and Computational Semantics (SEM)"},{"key":"ref23","first-page":"1606","article-title":"Computing semantic relatedness using Wikipedia-based explicit semantic analysis","author":"gabrilovich","year":"2007","journal-title":"Proceedings of the 20th International Joint Conference on Artifical Intelligence"},{"key":"ref26","first-page":"128","article-title":"ALTN: Word alignment features for cross-lingual textual entailment","author":"turchi","year":"2013","journal-title":"Proceedings of the 7th International Workshop on Semantic Evaluation (SemEval 2013)"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.3115\/1220575.1220654"}],"event":{"name":"2015 International Joint Conference on Neural Networks (IJCNN)","start":{"date-parts":[[2015,7,12]]},"location":"Killarney, Ireland","end":{"date-parts":[[2015,7,17]]}},"container-title":["2015 International Joint Conference on Neural Networks (IJCNN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7256526\/7280295\/07280462.pdf?arnumber=7280462","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,3,24]],"date-time":"2017-03-24T16:31:28Z","timestamp":1490373088000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7280462\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,7]]},"references-count":36,"URL":"https:\/\/doi.org\/10.1109\/ijcnn.2015.7280462","relation":{},"subject":[],"published":{"date-parts":[[2015,7]]}}}