Ivan Vulić - Google Scholar

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Citations	2828	2722
h-index	27	27
i10-index	55	52

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20122013201420152016201720182019202018 27 49 94 202 313 533 834 733

Co-authors

Anna KorhonenProfessor, Computer Science and Linguistics, University of CambridgeVerified email at cam.ac.uk
Marie-Francine MoensProfessor of Computer Science KU LeuvenVerified email at cs.kuleuven.be
Roi ReichartTechnion - Israel Institute of TechnologyVerified email at ie.technion.ac.il
Goran GlavašAssistant Professor, University of MannheimVerified email at informatik.uni-mannheim.de
Nikola MrkšićPolyAI, University of CambridgeVerified email at poly-ai.com
Sebastian RuderResearch scientist, DeepMindVerified email at google.com
Daniela GerzPolyAI; PhD student, Language Technology Lab, University of CambridgeVerified email at cam.ac.uk
Edoardo M. PontiPhD in Computational Linguistics, University of CambridgeVerified email at cam.ac.uk
Anders SøgaardFull Professor in NLP and Machine Learning, University of CopenhagenVerified email at di.ku.dk
Pei-Hao SuPolyAI, University of CambridgeVerified email at cam.ac.uk
Douwe KielaResearch Scientist, Facebook AI ResearchVerified email at cl.cam.ac.uk
Matthew HendersonPolyAIVerified email at poly-ai.com
Iñigo CasanuevaPolyAI, University of cambridgeVerified email at cam.ac.uk
Felix HillResearch Scientist, DeepmindVerified email at google.com
Robert LitschkoUniversity of MannheimVerified email at informatik.uni-mannheim.de
Paweł BudzianowskiPolyAI, Cambridge UniversityVerified email at cam.ac.uk
Tsung-Hsien WenPolyAI, University of CambridgeVerified email at poly-ai.com
Simone Paolo PonzettoProfessor of Information Systems, University of MannheimVerified email at informatik.uni-mannheim.de
Geert HeymanKU LeuvenVerified email at nokia-bell-labs.com
Stephen ClarkResearch Scientist, DeepMind; Honorary Professor, Queen Mary University of LondonVerified email at cl.cam.ac.uk

Ivan Vulić

Senior Research Associate, University of Cambridge & PolyAI

Verified email at cam.ac.uk - Homepage

Natural Language Processing Machine Learning Computational Linguistics Information Retrieval


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
A survey of cross-lingual word embedding models S Ruder, I Vulić, A Søgaard Journal of Artificial Intelligence Research 65, 569-631, 2019	259*	2019
Monolingual and cross-lingual information retrieval models based on (bilingual) word embeddings I Vulić, MF Moens Proceedings of the 38th international ACM SIGIR conference on research and …, 2015	220	2015
Simverb-3500: A large-scale evaluation set of verb similarity D Gerz, I Vulić, F Hill, R Reichart, A Korhonen arXiv preprint arXiv:1608.00869, 2016	156	2016
Bilingual word embeddings from non-parallel document-aligned data applied to bilingual lexicon induction I Vulic, MF Moens Proceedings of the 53rd Annual Meeting of the Association for Computational …, 2015	139	2015
Semantic specialization of distributional word vector spaces using monolingual and cross-lingual constraints N Mrkšić, I Vulić, DÓ Séaghdha, I Leviant, R Reichart, M Gašić, ... Transactions of the association for Computational Linguistics 5, 309-324, 2017	130	2017
On the limitations of unsupervised bilingual dictionary induction A Søgaard, S Ruder, I Vulić arXiv preprint arXiv:1805.03620, 2018	118	2018
Identifying word translations from comparable corpora using latent topic models I Vulic, W De Smet, MF Moens Proceedings of the 49th Annual Meeting of the Association for Computational …, 2011	108	2011
Bilingual distributed word representations from document-aligned comparable data I Vulić, MF Moens Journal of Artificial Intelligence Research 55, 953-994, 2016	87	2016
On the role of seed lexicons in learning bilingual word embeddings I Vulic, AL Korhonen	85	2016
Probabilistic topic modeling in multilingual settings: An overview of its methodology and applications I Vulić, W De Smet, J Tang, MF Moens Information Processing & Management 51 (1), 111-147, 2015	83	2015
Skip n-grams and ranking functions for predicting script events B Jans, S Bethard, I Vulić, MF Moens Proceedings of the 13th Conference of the European Chapter of the …, 2012	75	2012
How to (properly) evaluate cross-lingual word embeddings: On strong baselines, comparative analyses, and some misconceptions G Glavas, R Litschko, S Ruder, I Vulic arXiv preprint arXiv:1902.00508, 2019	72	2019
Cross-language information retrieval models based on latent topic models trained with document-aligned comparable corpora I Vulić, W De Smet, MF Moens Information Retrieval 16 (3), 331-368, 2013	69	2013
Hyperlex: A large-scale evaluation of graded lexical entailment I Vulić, D Gerz, D Kiela, F Hill, A Korhonen Computational Linguistics 43 (4), 781-835, 2017	64	2017
Cross-lingual semantic similarity of words as the similarity of their semantic word responses I Vulic, MF Moens Proceedings of the 2013 Conference of the North American Chapter of the …, 2013	58	2013
Specialising word vectors for lexical entailment I Vulić, N Mrkšić arXiv preprint arXiv:1710.06371, 2017	56	2017
Exploiting image generality for lexical entailment detection D Kiela, L Rimell, I Vulic, S Clark Proceedings of the 53rd Annual Meeting of the Association for Computational …, 2015	49	2015
A study on bootstrapping bilingual vector spaces from non-parallel data (and nothing else) I Vulić, MF Moens Proceedings of the 2013 Conference on Empirical Methods in Natural Language …, 2013	45	2013
Detecting highly confident word translations from comparable corpora without any prior knowledge I Vulic, MF Moens Proceedings of the 13th Conference of the European Chapter of the …, 2012	44	2012
Explicit retrofitting of distributional word vectors G Glavaš, I Vulić	39	2018

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