TY - STD TI - Using machine translation in clinical practice. Can Fam Physician. 2013; 59(4):382–383. ID - ref1 ER - TY - JOUR AU - Bollegala, D. AU - Kontonatsios, G. AU - Ananiadou, S. PY - 2015 DA - 2015// TI - A cross-lingual similarity measure for detecting biomedical term translations JO - PLoS ONE VL - 10 UR - https://doi.org/10.1371/journal.pone.0126196 DO - 10.1371/journal.pone.0126196 ID - Bollegala2015 ER - TY - CHAP AU - Kontonatsios, G. AU - Korkontzelos, I. AU - Tsujii, J. AU - Ananiadou, S. PY - 2014 DA - 2014// TI - Using a random forest classifier to compile bilingual dictionaries of technical terms from comparable corpora BT - Proceedings of EACL. PB - Association for Computational Linguistics CY - Göthenburg ID - Kontonatsios2014 ER - TY - JOUR AU - Xu, Y. AU - Chen, L. AU - Wei, J. AU - Ananiadou, S. AU - Fan, Y. AU - Qian, Y. AU - Chang, E. I. AU - Tsujii, J. PY - 2015 DA - 2015// TI - Bilingual term alignment from comparable corpora in English discharge summary and Chinese discharge summary JO - BMC Bioinformatics VL - 16 UR - https://doi.org/10.1186/s12859-015-0606-0 DO - 10.1186/s12859-015-0606-0 ID - Xu2015 ER - TY - JOUR AU - LeCun, Y. AU - Bengio, Y. AU - Hinton, G. PY - 2015 DA - 2015// TI - Deep learning JO - Nature VL - 521 UR - https://doi.org/10.1038/nature14539 DO - 10.1038/nature14539 ID - LeCun2015 ER - TY - CHAP AU - Sutskever, I. AU - Vinyals, O. AU - Le, Q. V. PY - 2014 DA - 2014// TI - Sequence to sequence learning with neural networks BT - Proceedings of NIPS. PB - Curran Associates, Inc. CY - Montréal ID - Sutskever2014 ER - TY - STD TI - Bahdanau D, Cho K, Bengio Y. Neural machine translation by jointly learning to align and translate. CoRR. :1–15. 2014;abs/1409.0473. ID - ref7 ER - TY - CHAP AU - Mikolov, T. AU - Chen, K. AU - Corrado, G. AU - Dean, J. PY - 2013 DA - 2013// TI - Efficient estimation of word representations in vector space BT - Workshop Proceedings of ICLR. PB - OpenReview CY - Scottsdale ID - Mikolov2013 ER - TY - CHAP AU - Lavrenko, V. AU - Choquette, M. AU - Croft, W. B. PY - 2002 DA - 2002// TI - Cross-lingual relevance models BT - Proceedings of SIGIR. PB - ACM CY - Tampere ID - Lavrenko2002 ER - TY - JOUR AU - Levow, G. -. A. AU - Oard, D. W. AU - Resnik, P. PY - 2005 DA - 2005// TI - Dictionary-based techniques for cross-language information retrieval JO - Inf Process Manag VL - 41 UR - https://doi.org/10.1016/j.ipm.2004.06.012 DO - 10.1016/j.ipm.2004.06.012 ID - Levow2005 ER - TY - CHAP AU - Vulić, I. AU - Moens, M. -. F. PY - 2015 DA - 2015// TI - Monolingual and cross-lingual information retrieval models based on (bilingual) word embeddings BT - Proceedings of SIGIR. PB - ACM CY - Santiago ID - Vulić2015 ER - TY - STD TI - Mitra B, Nalisnick ET, Craswell N, Caruana R. A dual embedding space model for document ranking. CoRR:. 1–10. 2016;abs/1602.01137. ID - ref12 ER - TY - JOUR AU - Och, F. J. AU - Ney, H. PY - 2003 DA - 2003// TI - A systematic comparison of various statistical alignment models JO - Comput Linguist VL - 29 UR - https://doi.org/10.1162/089120103321337421 DO - 10.1162/089120103321337421 ID - Och2003 ER - TY - CHAP AU - Zou, W. Y. AU - Socher, R. AU - Cer, D. AU - Manning, C. D. PY - 2013 DA - 2013// TI - Bilingual word embeddings for phrase-based machine translation BT - Proceedings of EMNLP. PB - Association for Computational Linguistics CY - Seattle ID - Zou2013 ER - TY - CHAP AU - Tsai, C. -. T. AU - Roth, D. PY - 2016 DA - 2016// TI - Cross-lingual wikification using multilingual embeddings BT - Proceedings of NAACL-HLT. PB - Association for Computational Linguistics CY - San Diego ID - Tsai2016 ER - TY - CHAP AU - Hellrich, J. AU - Hahn, U. PY - 2014 DA - 2014// TI - Exploiting parallel corpora to scale up multilingual biomedical terminologies BT - Proceedings of MIE2014. PB - IOS Press CY - Istanbul ID - Hellrich2014 ER - TY - JOUR AU - Navigli, R. AU - Velardi, P. AU - Gangemi, A. PY - 2003 DA - 2003// TI - Ontology learning and its application to automated terminology translation JO - IEEE Intell Syst VL - 18 UR - https://doi.org/10.1109/MIS.2003.1179190 DO - 10.1109/MIS.2003.1179190 ID - Navigli2003 ER - TY - CHAP AU - Wang, C. AU - Cao, L. AU - Zhou, B. PY - 2015 DA - 2015// TI - Medical synonym extraction with concept space models BT - Proceedings of IJCAI. PB - AAAI Press CY - Buenos Aires ID - Wang2015 ER - TY - JOUR AU - Wołk, K. AU - Marasek, K. PY - 2015 DA - 2015// TI - Neural-based machine translation for medical text domain. based on european medicines agency leaflet texts JO - Procedia Comput Sci VL - 64 UR - https://doi.org/10.1016/j.procs.2015.08.456 DO - 10.1016/j.procs.2015.08.456 ID - Wołk2015 ER - TY - CHAP AU - Afzal, Z. AU - Akhondi, S. A. AU - van Haagen, H. AU - van Mulligen, E. M. AU - Kors, J. A. PY - 2015 DA - 2015// TI - Biomedical concept recognition in french text using automatic translation of English terms BT - CLEF (Working Notes). PB - CEUR-WS.org CY - Toulouse ID - Afzal2015 ER - TY - JOUR AU - Xu, Y. AU - Chen, L. AU - Wei, J. AU - Ananiadou, S. AU - Fan, Y. AU - Qian, Y. AU - Chang, E. I. -. C. AU - Tsujii, J. PY - 2015 DA - 2015// TI - Bilingual term alignment from comparable corpora in english discharge summary and Chinese discharge summary JO - BMC Bioinformatics VL - 16 UR - https://doi.org/10.1186/s12859-015-0606-0 DO - 10.1186/s12859-015-0606-0 ID - Xu2015 ER - TY - STD TI - Rapp R. Identifying word translations in non-parallel texts. In: Proceedings of ACL. Association for Computational Linguistics: 1995. p. 320–322. ID - ref22 ER - TY - STD TI - Fung P, Yee LY. An IR approach for translating new words from nonparallel, comparable texts. In: Proceedings of ACL. Association for Computational Linguistics: 1998. p. 414–420. ID - ref23 ER - TY - STD TI - Gaussier É, Renders J-M, Matveeva I, Goutte C, Déjean H. A geometric view on bilingual lexicon extraction from comparable corpora. In: Proceedings of ACL. Association for Computational Linguistics: 2004. p. 526–533. ID - ref24 ER - TY - CHAP AU - Laroche, A. AU - Langlais, P. PY - 2010 DA - 2010// TI - Revisiting context-based projection methods for term-translation spotting in comparable corpora BT - Proceedings of COLING. PB - Association for Computational Linguistics CY - Bejing ID - Laroche2010 ER - TY - CHAP AU - Vulić, I. AU - Moens, M. -. F. PY - 2013 DA - 2013// TI - A study on bootstrapping bilingual vector spaces from non-parallel data (and nothing else) BT - Proceedings of EMNLP. PB - Association for Computational Linguistics CY - Seattle ID - Vulić2013 ER - TY - CHAP AU - Kontonatsios, G. AU - Korkontzelos, I. AU - Tsujii, J. AU - Ananiadou, S. PY - 2014 DA - 2014// TI - Combining string and context similarity for bilingual term alignment from comparable corpora BT - Proceedings of EMNLP. PB - Association for Computational Linguistics CY - Doha ID - Kontonatsios2014 ER - TY - STD TI - Koehn P, Knight K. Learning a translation lexicon from monolingual corpora. In: Proceedings of the ACL Workshop on Unsupervised Lexical Acquisition (ULA). Association for Computational Linguistics: 2002. p. 9–16. ID - ref28 ER - TY - CHAP AU - Vulić, I. AU - Moens, M. -. F. PY - 2013 DA - 2013// TI - Cross-lingual semantic similarity of words as the similarity of their semantic word responses BT - Proceedings of NAACL-HLT. PB - Association for Computational Linguistics CY - Atlanta ID - Vulić2013 ER - TY - CHAP AU - Vulić, I. AU - De Smet, W. AU - Moens, M. -. F. PY - 2011 DA - 2011// TI - Identifying word translations from comparable corpora using latent topic models BT - Proceedings of ACL. PB - Association for Computational Linguistics CY - Portland ID - Vulić2011 ER - TY - CHAP AU - Liu, X. AU - Duh, K. AU - Matsumoto, Y. PY - 2013 DA - 2013// TI - Topic models+ word alignment= A flexible framework for extracting bilingual dictionary from comparable corpus BT - Proceedings of CoNLL. PB - Association for Computational Linguistics CY - Sofia ID - Liu2013 ER - TY - CHAP AU - Tamura, A. AU - Watanabe, T. AU - Sumita, E. PY - 2012 DA - 2012// TI - Bilingual lexicon extraction from comparable corpora using label propagation BT - Proceedings of EMNLP. PB - Association for Computational Linguistics CY - Jeju Island ID - Tamura2012 ER - TY - CHAP AU - Baroni, M. AU - Dinu, G. AU - Kruszewski, G. PY - 2014 DA - 2014// TI - Don’t count, predict! A systematic comparison of context-counting vs. context-predicting semantic vectors BT - Proceedings of ACL. PB - Association for Computational Linguistics CY - Baltimore ID - Baroni2014 ER - TY - STD TI - Mikolov T, Le QV, Sutskever I. Exploiting similarities among languages for machine translation. In: CoRR, Abs/1309.4168.. CoRR: 2013. ID - ref34 ER - TY - CHAP AU - Hermann, K. M. AU - Blunsom, P. PY - 2014 DA - 2014// TI - Multilingual models for compositional distributed semantics BT - Proceedings of ACL. PB - Association for Computational Linguistics CY - Baltimore ID - Hermann2014 ER - TY - CHAP AU - Chandar, S. A. P. AU - Lauly, S. AU - Larochelle, H. AU - Khapra, M. M. AU - Ravindran, B. AU - Raykar, V. C. AU - Saha, A. PY - 2014 DA - 2014// TI - An autoencoder approach to learning bilingual word representations BT - Proceedings of NIPS. PB - Curran Associates, Inc. CY - Montréal ID - Chandar2014 ER - TY - CHAP AU - Søgaard, A. AU - Agić, v. AU - Martínez Alonso, H. AU - Plank, B. AU - Bohnet, B. AU - Johannsen, A. PY - 2015 DA - 2015// TI - Inverted indexing for cross-lingual NLP BT - Proceedings of ACL. PB - Association for Computational Linguistics CY - Bejing ID - Søgaard2015 ER - TY - CHAP AU - Gouws, S. AU - Bengio, Y. AU - Corrado, G. PY - 2015 DA - 2015// TI - BilBOWA: Fast bilingual distributed representations without word alignments BT - Proceedings of ICML. PB - PMLR CY - Lille ID - Gouws2015 ER - TY - CHAP AU - Coulmance, J. AU - Marty, J. -. M. AU - Wenzek, G. AU - Benhalloum, A. PY - 2015 DA - 2015// TI - Trans-gram, fast cross-lingual word embeddings BT - Proceedings of EMNLP. PB - Association for Computational Linguistics CY - Lisbon ID - Coulmance2015 ER - TY - JOUR AU - Vulić, I. AU - Moens, M. PY - 2016 DA - 2016// TI - Bilingual distributed word representations from document-aligned comparable data JO - J Artif Intell Res VL - 55 UR - https://doi.org/10.1613/jair.4986 DO - 10.1613/jair.4986 ID - Vulić2016 ER - TY - CHAP AU - Duong, L. AU - Kanayama, H. AU - Ma, T. AU - Bird, S. AU - Cohn, T. PY - 2016 DA - 2016// TI - Learning crosslingual word embeddings without bilingual corpora BT - Proceedings of EMNLP. PB - Association for Computational Linguistics CY - Austin ID - Duong2016 ER - TY - CHAP AU - Upadhyay, S. AU - Faruqui, M. AU - Dyer, C. AU - Roth, D. PY - 2016 DA - 2016// TI - Cross-lingual models of word embeddings: An empirical comparison BT - Proceedings of ACL. PB - Association for Computational Linguistics CY - Berlin ID - Upadhyay2016 ER - TY - CHAP AU - Vulić, I. AU - Korhonen, A. PY - 2016 DA - 2016// TI - On the role of seed lexicons in learning bilingual word embeddings BT - Proceedings of ACL. PB - Association for Computational Linguistics CY - Berlin ID - Vulić2016 ER - TY - JOUR AU - Irvine, A. AU - Callison-Burch, C. PY - 2016 DA - 2016// TI - A comprehensive analysis of bilingual lexicon induction JO - Comput Linguist VL - 43 UR - https://doi.org/10.1162/COLI_a_00284 DO - 10.1162/COLI_a_00284 ID - Irvine2016 ER - TY - CHAP AU - Haghighi, A. AU - Liang, P. AU - Berg-Kirkpatrick, T. AU - Klein, D. PY - 2008 DA - 2008// TI - Learning bilingual lexicons from monolingual corpora BT - Proceedings of ACL. PB - Association for Computational Linguistics CY - Columbus ID - Haghighi2008 ER - TY - CHAP AU - Claveau, V. PY - 2008 DA - 2008// TI - Automatic translation of biomedical terms by supervised machine learning BT - Proceedings of LREC. PB - European Language Resources Association (ELRA) CY - Marrakech ID - Claveau2008 ER - TY - CHAP AU - Melamed, I. D. PY - 1995 DA - 1995// TI - Automatic evaluation and uniform filter cascades for inducing n-best translation lexicons BT - Proceedings of Third Workshop on Very Large Corpora. PB - Association for Computational Linguistics CY - Cambridge ID - Melamed1995 ER - TY - CHAP AU - Mann, G. S. AU - Yarowsky, D. PY - 2001 DA - 2001// TI - Multipath translation lexicon induction via bridge languages BT - Proceedings of NAACL. PB - Association for Computational Linguistics CY - Pittsburgh ID - Mann2001 ER - TY - STD TI - Montalt Resurrecció V, González-Davies M. Medical Translation Step by Step: Learning by Drafting. Routledge Taylor Francis Group. 2014. 1–298. ID - ref49 ER - TY - JOUR AU - Navarro, G. PY - 2001 DA - 2001// TI - A guided tour to approximate string matching JO - ACM Comput Surv VL - 33 UR - https://doi.org/10.1145/375360.375365 DO - 10.1145/375360.375365 ID - Navarro2001 ER - TY - CHAP AU - Heyman, G. AU - Vulić, I. AU - Moens, M. -. F. PY - 2017 DA - 2017// TI - Bilingual lexicon induction by learning to combine word-level and character-level representations BT - Proceedings of 15th Conference of the European Chapter of the Association of Computational Linguistics (EACL). PB - Association for Computational Linguistics CY - Valencia ID - Heyman2017 ER - TY - STD TI - Ruder S, Søgaard A, Vulić I. A survey of cross-lingual embedding models. CoRR. 2017;1–55. abs/1706.04902. ID - ref52 ER - TY - JOUR AU - Hochreiter, S. AU - Schmidhuber, J. PY - 1997 DA - 1997// TI - Long short-term memory JO - Neural Comput VL - 9 UR - https://doi.org/10.1162/neco.1997.9.8.1735 DO - 10.1162/neco.1997.9.8.1735 ID - Hochreiter1997 ER - TY - JOUR AU - Srivastava, N. AU - Hinton, G. E. AU - Krizhevsky, A. AU - Sutskever, I. AU - Salakhutdinov, R. PY - 2014 DA - 2014// TI - Dropout: A simple way to prevent neural networks from overfitting JO - J Mach Learn Res VL - 15 ID - Srivastava2014 ER - TY - JOUR AU - Schuster, M. AU - Paliwal, K. K. PY - 1997 DA - 1997// TI - Bidirectional recurrent neural networks JO - IEEE Trans Signal Process VL - 45 UR - https://doi.org/10.1109/78.650093 DO - 10.1109/78.650093 ID - Schuster1997 ER - TY - CHAP AU - Řehůřek, R. AU - Sojka, P. PY - 2010 DA - 2010// TI - Software Framework for Topic Modelling with Large Corpora BT - Proceedings of the LREC 2010 Workshop on New Challenges for NLP Frameworks. PB - ELRA CY - Valletta, Malta ID - Řehůřek2010 ER - TY - CHAP AU - Lazaridou, A. AU - Dinu, G. AU - Baroni, M. PY - 2015 DA - 2015// TI - Hubness and pollution: Delving into cross-space mapping for zero-shot learning BT - Proceedings of ACL. PB - Association for Computational Linguistics CY - Bejing ID - Lazaridou2015 ER - TY - CHAP AU - Prochasson, E. AU - Fung, P. PY - 2011 DA - 2011// TI - Rare word translation extraction from aligned comparable documents BT - Proceedings of ACL. PB - Association for Computational Linguistics CY - Portland ID - Prochasson2011 ER - TY - STD TI - Abadi M, Agarwal A, Barham P, Brevdo E, Chen Z, Citro C, Corrado GS, Davis A, Dean J, Devin M, Ghemawat S, Goodfellow I, Harp A, Irving G, Isard M, Jia Y, Jozefowicz R, Kaiser L, Kudlur M, Levenberg J, Mané D, Monga R, Moore S, Murray D, Olah C, Schuster M, Shlens J, Steiner B, Sutskever I, Talwar K, Tucker P, Vanhoucke V, Vasudevan V, Viégas F, Vinyals O, Warden P, Wattenberg M, Wicke M, Yu Y, Zheng X. TensorFlow: Large-Scale Machine Learning on Heterogeneous Systems. 2015. http://tensorflow.org/. UR - http://tensorflow.org/ ID - ref59 ER - TY - CHAP AU - Kingma, D. P. AU - Ba, J. PY - 2015 DA - 2015// TI - Adam: A method for stochastic optimization BT - Proceedings of ICLR. PB - OpenReview CY - San Diego ID - Kingma2015 ER - TY - CHAP AU - Irvine, A. AU - Callison-Burch, C. PY - 2013 DA - 2013// TI - Supervised bilingual lexicon induction with multiple monolingual signals BT - Proceedings of NAACL-HLT. PB - Association for Computational Linguistics CY - Atlanta ID - Irvine2013 ER -