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Enabling Multilingual Conversational AI

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Publications

xGQA: Cross-Lingual Visual Question Answering

Author(s): Jonas Pfeiffer, Gregor Geigle, Aishwarya Kamath, Jan-Martin Steitz, Stefan Roth, Ivan Vulić, and Iryna Gurevych.
Published in: 2022, Page(s) 2497-2511
Publisher: Association for Computational Linguistics.

LexFit: Lexical Fine-Tuning of Pretrained Language Models

Author(s): Ivan Vulić, Edoardo Maria Ponti, Anna Korhonen, and Goran Glavaš
Published in: In Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021, Page(s) 5269–5283
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2021.acl-long.410

MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models

Author(s): Liu, Qianchu; Liu, Fangyu; Collier, Nigel; Korhonen, Anna; Vulić, Ivan
Published in: Crossref, 1, 2021
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2021.conll-1.44

Composable Sparse Fine-Tuning for Cross-Lingual Transfer

Author(s): Alan Ansell, Edoardo Ponti, Anna Korhonen, and Ivan Vulić
Published in: 2022, Page(s) 1778-1796
Publisher: Association for Computational Linguistics.

AM2iCo: Evaluating Word Meaning in Context across Low-Resource Languages with Adversarial Examples

Author(s): Qianchu Liu, Edoardo Maria Ponti, Diana McCarthy, Ivan Vulić, and Anna Korhonen
Published in: 2021, Page(s) 7151-7162
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2021.emnlp-main.571

MAD-G: Multilingual Adapter Generation for Efficient Cross-Lingual Transfer

Author(s): Alan Ansell, Edoardo Maria Ponti, Jonas Pfeiffer, Sebastian Ruder, Goran Glavaš, Ivan Vulić, and Anna Korhonen
Published in: 2021, Page(s) 4762–4781
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2021.findings-emnlp.410

Verb Knowledge Injection for Multilingual Event Processing

Author(s): Olga Majewska, Ivan Vulis, Goran Glavas, Edoardo Maria Ponti, Anna Korhonen
Published in: 2021, Page(s) 6952–6969
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2021.acl-long.541

Data Augmentation and Learned Layer Aggregation for Improved Multilingual Language Understanding in Dialogue

Author(s): Evgeniia Razumovskaia, Ivan Vulić, and Anna Korhonen
Published in: 2022, Page(s) 2017-2033
Publisher: Association for Computational Linguistics

Prix-LM: Pretraining for Multilingual Knowledge Base Construction

Author(s): Wenxuan Zhou, Fangyu Liu, Ivan Vulić, Nigel Collier, and Muhao Chen
Published in: 2022, Page(s) 5412-5424
Publisher: Association for Computational Linguistics

Square One Bias in NLP: Towards a Multi-Dimensional Exploration of the Research Manifold.

Author(s): Sebastian Ruder, Ivan Vulić, and Anders Søgaard
Published in: 2022, Page(s) 2340-2354
Publisher: Association for Computational Linguistics

RedditBias: A Real-World Resource for Bias Evaluation and Debiasing of Conversational Language Models

Author(s): Soumya Barikeri; Anne Lauscher; Ivan Vuli; Goran Glavaš
Published in: ACL/IJCNLP (1), 1, 2021, Page(s) 1941-1955
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2021.acl-long.151

Improving Word Translation via Two-Stage Contrastive Learning

Author(s): Yaoyiran Li, Fangyu Liu, Nigel Collier, Anna Korhonen, and Ivan Vulić.
Published in: 2022, Page(s) 4353-4374
Publisher: Association for Computational Linguistics

Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders

Author(s): Fangyu Liu, Ivan Vulić, Anna Korhonen, and Nigel Collier
Published in: 2021, Page(s) 1442-1459
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2021.emnlp-main.109

UNKs Everywhere: Adapting Multilingual Language Models to New Scripts

Author(s): Jonas Pfeiffer, Ivan Vulić, Iryna Gurevych, and Sebastian Ruder
Published in: 2021, Page(s) 10186–10203
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2021.emnlp-main.800

Natural Language Processing for Multilingual Task-Oriented Dialogue

Author(s): Evgeniia Razumovskaia, Goran Glavaš, Olga Majewska, Edoardo Ponti, and Ivan Vulić
Published in: 2022, Page(s) 44-50
Publisher: Association for Computational Linguistics

Retrieve Fast, Rerank Smart: Cooperative and Joint Approaches for Improved Cross-Modal Retrieval

Author(s): Gregor Geigle, Jonas Pfeiffer, Nils Reimers, Ivan Vulić, Iryna Gurevych
Published in: Transactions of the Association for Computational Linguistics, volume 10, 2022, Page(s) 503-521, ISSN 2307-387X
Publisher: MIT Press direct
DOI: 10.1162/tacl_a_00473

On Cross-Lingual Retrieval with Multilingual Text Encoders

Author(s): Robert Litschko; Ivan Vulić; Simone Paolo Ponzetto; Goran Glavaš
Published in: Crossref, 1, 2022, Page(s) 149-183, ISSN 1386-4564
Publisher: Kluwer Academic Publishers
DOI: 10.1007/s10791-022-09406-x