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
Matthew HendersonAppleVerified email at apple.com
Pei-Hao SuPolyAI, University of CambridgeVerified email at cam.ac.uk
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
Jonas PfeifferPhD Student - Technical University of DarmstadtVerified email at ukp.informatik.tu-darmstadt.de
Felix HillResearch Scientist, DeepmindVerified email at google.com
Simone Paolo PonzettoProfessor of Information Systems, University of MannheimVerified email at informatik.uni-mannheim.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	405	2019
Monolingual and cross-lingual information retrieval models based on (bilingual) word embeddings I Vulić, MF Moens SIGIR 2015, 363-372, 2015	264	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	203	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	171	2017
On the limitations of unsupervised bilingual dictionary induction A Søgaard, S Ruder, I Vulić ACL 2018, 778-788, 2018	161	2018
Bilingual word embeddings from non-parallel document-aligned data applied to bilingual lexicon induction I Vulić, MF Moens ACL 2015, 719-725, 2015	151	2015
Identifying word translations from comparable corpora using latent topic models I Vulić, W De Smet, MF Moens ACL 2011, 479-484, 2011	112	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	111	2019
Bilingual distributed word representations from document-aligned comparable data I Vulić, MF Moens Journal of Artificial Intelligence Research 55, 953-994, 2016	101	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	95	2019
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	92	2015
Skip n-grams and ranking functions for predicting script events B Jans, S Bethard, I Vulić, MF Moens EACL 2012, 336-344, 2012	91	2012
On the role of seed lexicons in learning bilingual word embeddings I Vulić, A Korhonen ACL 2016, 247-257, 2016	90	2016
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	81	2017
Specialising word vectors for lexical entailment I Vulić, N Mrkšić NAACL-HLT 2018, 1134-1145, 2017	81	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
MAD-X: An Adapter-based Framework for Multi-task Cross-lingual Transfer J Pfeiffer, I Vulić, I Gurevych, S Ruder EMNLP 2020, 2020	56	2020
Explicit retrofitting of distributional word vectors G Glavaš, I Vulić ACL 2018, 34-45, 2018	55	2018
Exploiting image generality for lexical entailment detection D Kiela, L Rimell, I Vulić, S Clark ACL 2015, 119-124, 2015	55	2015

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