Enabling Multilingual Conversational AI

Project Information

MultiConvAI

Grant agreement ID: 957356

DOI 10.3030/957356

Project closed

EC signature date 14 July 2020

Start date 1 January 2021

End date 30 June 2022

Funded under

• EXCELLENT SCIENCE - European Research Council (ERC)

Total cost No data

EU contribution € 150 000,00

Coordinated by

THE CHANCELLOR MASTERS AND SCHOLARS OF THE UNIVERSITY OF CAMBRIDGE
United Kingdom

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Conference proceedings (15)

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, Issue 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), Issue 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

Peer reviewed articles (2)

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, Issue 1, 2022, Page(s) 149-183, ISSN 1386-4564
Publisher: Kluwer Academic Publishers
DOI: 10.1007/s10791-022-09406-x