Ivan Vulić

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	All	Since 2015
Citations	2993	2887
h-index	27	27
i10-index	57	54

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20122013201420152016201720182019202018 27 49 94 200 313 528 834 906

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. PontiMila Montreal / University of CambridgeVerified email at mila.quebec
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
Matthew HendersonPolyAIVerified email at poly-ai.com
Douwe KielaResearch Scientist, Facebook AI ResearchVerified email at cl.cam.ac.uk
Iñigo CasanuevaPolyAI, University of cambridgeVerified email at cam.ac.uk
Robert LitschkoUniversity of MannheimVerified email at informatik.uni-mannheim.de
Felix HillResearch Scientist, DeepmindVerified email at google.com
Paweł BudzianowskiPolyAI, Cambridge UniversityVerified email at cam.ac.uk
Tsung-Hsien WenPolyAI, University of CambridgeVerified email at poly-ai.com
Geert HeymanNokia Bell LabsVerified email at nokia-bell-labs.com
Stephen ClarkResearch Scientist, DeepMind; Honorary Professor, Queen Mary University of LondonVerified email at cl.cam.ac.uk
Steve YoungProfessor of Information EngineeringVerified email at eng.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	279*	2019
Monolingual and cross-lingual information retrieval models based on (bilingual) word embeddings I Vulić, MF Moens SIGIR 2015, 363-372, 2015	225	2015
SimVerb-3500: A large-scale evaluation set of verb similarity D Gerz, I Vulić, F Hill, R Reichart, A Korhonen EMNLP 2016, 2173-2182, 2016	159	2016
Bilingual word embeddings from non-parallel document-aligned data applied to bilingual lexicon induction I Vulic, MF Moens ACL 2015, 719-725, 2015	141	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	137	2017
On the limitations of unsupervised bilingual dictionary induction A Søgaard, S Ruder, I Vulić ACL 2018, 778-788, 2018	125	2018
Identifying word translations from comparable corpora using latent topic models I Vulic, W De Smet, MF Moens ACL 2011, 479-484, 2011	109	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 Vulić, A Korhonen ACL 2016, 247-257, 2016	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	85	2015
How to (properly) evaluate cross-lingual word embeddings: On strong baselines, comparative analyses, and some misconceptions G Glavas, R Litschko, S Ruder, I Vulic ACL 2019, 710-721, 2019	76	2019
Skip n-grams and ranking functions for predicting script events B Jans, S Bethard, I Vulić, MF Moens EACL 2012, 336-344, 2012	76	2012
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	65	2017
Specialising word vectors for lexical entailment I Vulić, N Mrkšić NAACL-HLT 2018, 1134-1145, 2017	61	2017
Cross-lingual semantic similarity of words as the similarity of their semantic word responses I Vulic, MF Moens NAACL-HLT 2013, 106-116, 2013	58	2013
Exploiting image generality for lexical entailment detection D Kiela, L Rimell, I Vulic, S Clark ACL 2015, 119-124, 2015	50	2015
Hello, It's GPT-2--How Can I Help You? Towards the Use of Pretrained Language Models for Task-Oriented Dialogue Systems P Budzianowski, I Vulić Proceedings of the 3rd Workshop on Neural Generation and Translation (WNGT …, 2019	48*	2019
A study on bootstrapping bilingual vector spaces from non-parallel data (and nothing else) I Vulić, MF Moens EMNLP 2013, 1613-1624, 2013	45	2013
Detecting highly confident word translations from comparable corpora without any prior knowledge I Vulić, MF Moens EACL 2012, 449-459, 2012	44	2012

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