Ivan Vulić

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Anna KorhonenProfessor, Computer Science and Linguistics, University of CambridgeVerified email at cam.ac.uk
Goran GlavašProfessor (Lehrstuhl: Informatik XII), University of WürzburgVerified email at uni-wuerzburg.de
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
Sebastian RuderResearch Scientist, GoogleVerified email at google.com
Edoardo M. PontiMila Montreal / University of CambridgeVerified email at mila.quebec
Nikola MrkšićPolyAI, University of CambridgeVerified email at poly-ai.com
Daniela GerzPolyAI; PhD student, Language Technology Lab, University of CambridgeVerified email at poly-ai.com
Jonas PfeifferNew York University, Technical University of DarmstadtVerified email at nyu.edu
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
Iñigo CasanuevaPolyAI, University of cambridgeVerified email at cam.ac.uk
Tsung-Hsien WenPolyAI, University of CambridgeVerified email at poly-ai.com
Paweł BudzianowskiPolyAI, Cambridge UniversityVerified email at poly-ai.com
Iryna GurevychProfessor of Computer Science, Technische Universität DarmstadtVerified email at cs.tu-darmstadt.de
Robert LitschkoUniversity of MannheimVerified email at informatik.uni-mannheim.de
Olga MajewskaUniversity of CambridgeVerified email at cam.ac.uk
Simone Paolo PonzettoProfessor of Information Systems, University of MannheimVerified email at informatik.uni-mannheim.de
Douwe KielaHead of Research, Hugging FaceVerified email at huggingface.co

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	507	2019
Monolingual and cross-lingual information retrieval models based on (bilingual) word embeddings I Vulić, MF Moens SIGIR 2015, 363-372, 2015	294	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	231	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	205	2017
On the limitations of unsupervised bilingual dictionary induction A Søgaard, S Ruder, I Vulić ACL 2018, 778-788, 2018	203	2018
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	162	2019
Bilingual word embeddings from non-parallel document-aligned data applied to bilingual lexicon induction I Vulić, MF Moens ACL 2015, 719-725, 2015	160	2015
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	139	2019
MAD-X: An Adapter-based Framework for Multi-task Cross-lingual Transfer J Pfeiffer, I Vulić, I Gurevych, S Ruder EMNLP 2020, 7654–7673, 2020	137	2020
Identifying word translations from comparable corpora using latent topic models I Vulić, W De Smet, MF Moens ACL 2011, 479-484, 2011	117	2011
AdapterHub: A Framework for Adapting Transformers J Pfeiffer, A Rücklé, C Poth, A Kamath, I Vulić, S Ruder, K Cho, I Gurevych EMNLP 2020 (System Demonstrations), 46-54, 2020	107	2020
Bilingual distributed word representations from document-aligned comparable data I Vulić, MF Moens Journal of Artificial Intelligence Research 55, 953-994, 2016	107	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	106	2015
Skip n-grams and ranking functions for predicting script events B Jans, S Bethard, I Vulić, MF Moens EACL 2012, 336-344, 2012	104	2012
From Zero to Hero: On the Limitations of Zero-Shot Language Transfer with Multilingual Transformers A Lauscher, V Ravishankar, I Vulić, G Glavaš EMNLP 2020, 4483-4499, 2020	103*	2020
ConveRT: Efficient and accurate conversational representations from transformers M Henderson, I Casanueva, N Mrkšić, PH Su, I Vulić EMNLP 2020 (Findings), 2161-2174, 2020	102	2020
On the role of seed lexicons in learning bilingual word embeddings I Vulić, A Korhonen ACL 2016, 247-257, 2016	98	2016
Specialising word vectors for lexical entailment I Vulić, N Mrkšić NAACL-HLT 2018, 1134-1145, 2018	96	2018
JW300: A wide-coverage parallel corpus for low-resource languages Ž Agić, I Vulić ACL 2019, 3204-3210, 2019	94	2019
Efficient Intent Detection with Dual Sentence Encoders I Casanueva, T Temčinas, D Gerz, M Henderson, I Vulić Proceedings of the 2nd Workshop on NLP for Conversational AI, 38-45, 2020	88	2020

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