Ivan Vulić

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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
Goran GlavašAssistant Professor, University of MannheimVerified email at informatik.uni-mannheim.de
Roi ReichartTechnion - Israel Institute of TechnologyVerified email at ie.technion.ac.il
Sebastian RuderResearch scientist, DeepMindVerified email at google.com
Nikola MrkšićPolyAI, University of CambridgeVerified email at poly-ai.com
Edoardo M. PontiMila Montreal / University of CambridgeVerified email at mila.quebec
Daniela GerzPolyAI; PhD student, Language Technology Lab, University of CambridgeVerified email at poly-ai.com
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 HendersonAppleVerified email at apple.com
Tsung-Hsien WenPolyAI, University of CambridgeVerified email at poly-ai.com
Iñigo CasanuevaPolyAI, University of cambridgeVerified email at cam.ac.uk
Robert LitschkoUniversity of MannheimVerified email at informatik.uni-mannheim.de
Paweł BudzianowskiPolyAI, Cambridge UniversityVerified email at poly-ai.com
Douwe KielaResearch Scientist, Facebook AI ResearchVerified email at cl.cam.ac.uk
Olga MajewskaUniversity of CambridgeVerified email at cam.ac.uk
Felix HillResearch Scientist, DeepmindVerified email at google.com
Simone Paolo PonzettoProfessor of Information Systems, University of MannheimVerified email at informatik.uni-mannheim.de
Jonas PfeifferPhD Student - Technical University of DarmstadtVerified email at ukp.informatik.tu-darmstadt.de

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


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A survey of cross-lingual word embedding models S Ruder, I Vulić, A Søgaard Journal of Artificial Intelligence Research 65, 569-631, 2019	362	2019
Monolingual and cross-lingual information retrieval models based on (bilingual) word embeddings I Vulić, MF Moens SIGIR 2015, 363-372, 2015	253	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	190	2016
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	166	2017
On the limitations of unsupervised bilingual dictionary induction A Søgaard, S Ruder, I Vulić ACL 2018, 778-788, 2018	147	2018
Bilingual word embeddings from non-parallel document-aligned data applied to bilingual lexicon induction I Vulić, MF Moens ACL 2015, 719-725, 2015	147	2015
Identifying word translations from comparable corpora using latent topic models I Vulić, W De Smet, MF Moens ACL 2011, 479-484, 2011	113	2011
How to (properly) evaluate cross-lingual word embeddings: On strong baselines, comparative analyses, and some misconceptions G Glavaš, R Litschko, S Ruder, I Vulić ACL 2019, 710-721, 2019	106	2019
Bilingual distributed word representations from document-aligned comparable data I Vulić, MF Moens Journal of Artificial Intelligence Research 55, 953-994, 2016	98	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	91	2015
On the role of seed lexicons in learning bilingual word embeddings I Vulić, A Korhonen ACL 2016, 247-257, 2016	88	2016
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	87	2019
Skip n-grams and ranking functions for predicting script events B Jans, S Bethard, I Vulić, MF Moens EACL 2012, 336-344, 2012	84	2012
Specialising word vectors for lexical entailment I Vulić, N Mrkšić NAACL-HLT 2018, 1134-1145, 2017	77	2017
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	76	2017
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	76	2013
Cross-lingual semantic similarity of words as the similarity of their semantic word responses I Vulić, MF Moens NAACL-HLT 2013, 106-116, 2013	60	2013
Exploiting image generality for lexical entailment detection D Kiela, L Rimell, I Vulić, S Clark ACL 2015, 119-124, 2015	54	2015
Modeling language variation and universals: A survey on typological linguistics for natural language processing EM Ponti, H O’horan, Y Berzak, I Vulić, R Reichart, T Poibeau, E Shutova, ... Computational Linguistics 45 (3), 559-601, 2019	49	2019
Explicit retrofitting of distributional word vectors G Glavaš, I Vulić ACL 2018, 34-45, 2018	49	2018

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