Ivan Vulić

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Anna KorhonenProfessor, Computer Science and Linguistics, University of CambridgeVerified email at cam.ac.uk
Goran GlavašProfessor (Chair for Natural Language Processing, 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. PontiUniversity of Edinburgh / University of CambridgeVerified email at ed.ac.uk
Nikola MrkšićPolyAI, University of CambridgeVerified email at poly-ai.com
Anders SøgaardFull Professor in NLP and Machine Learning, University of CopenhagenVerified email at di.ku.dk
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
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
Anne LauscherBocconi UniversityVerified email at unibocconi.it
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	542	2019
Monolingual and cross-lingual information retrieval models based on (bilingual) word embeddings I Vulić, MF Moens SIGIR 2015, 363-372, 2015	299	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	244	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	211	2017
On the limitations of unsupervised bilingual dictionary induction A Søgaard, S Ruder, I Vulić ACL 2018, 778-788, 2018	210	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	182	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	177	2020
Bilingual word embeddings from non-parallel document-aligned data applied to bilingual lexicon induction I Vulić, MF Moens ACL 2015, 719-725, 2015	164	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	147	2019
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	141	2020
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	130*	2020
Identifying word translations from comparable corpora using latent topic models I Vulić, W De Smet, MF Moens ACL 2011, 479-484, 2011	116	2011
ConveRT: Efficient and accurate conversational representations from transformers M Henderson, I Casanueva, N Mrkšić, PH Su, I Vulić EMNLP 2020 (Findings), 2161-2174, 2020	115	2020
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	112	2020
Bilingual distributed word representations from document-aligned comparable data I Vulić, MF Moens Journal of Artificial Intelligence Research 55, 953-994, 2016	109	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	107	2015
Skip n-grams and ranking functions for predicting script events B Jans, S Bethard, I Vulić, MF Moens EACL 2012, 336-344, 2012	105	2012
JW300: A wide-coverage parallel corpus for low-resource languages Ž Agić, I Vulić ACL 2019, 3204-3210, 2019	101	2019
Specialising word vectors for lexical entailment I Vulić, N Mrkšić NAACL-HLT 2018, 1134-1145, 2018	99	2018
On the role of seed lexicons in learning bilingual word embeddings I Vulić, A Korhonen ACL 2016, 247-257, 2016	98	2016

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