Vassilina Nikoulina

According to our database, Vassilina Nikoulina authored at least 35 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Zero-shot cross-lingual transfer in instruction tuning of large language model.

Nadezhda Chirkova, Vassilina Nikoulina

CoRR, 2024

Key ingredients for effective zero-shot cross-lingual knowledge transfer in generative tasks.

Nadezhda Chirkova, Vassilina Nikoulina

CoRR, 2024

2023

DistilWhisper: Efficient Distillation of Multi-task Speech Models via Language-Specific Experts.

Thomas Palmeira Ferraz, Marcely Zanon Boito, Caroline Brun, Vassilina Nikoulina

CoRR, 2023

Empirical study of pretrained multilingual language models for zero-shot cross-lingual generation.

Nadezhda Chirkova, Sheng Liang, Vassilina Nikoulina

CoRR, 2023

Long-Tail Theory Under Gaussian Mixtures.

Arman Bolatov, Maxat Tezekbayev, Igor Melnykov, Artur Pak, Vassilina Nikoulina, Zhenisbek Assylbekov

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

BLOOM+1: Adding Language Support to BLOOM for Zero-Shot Prompting.

Zheng Xin Yong, Hailey Schoelkopf, Niklas Muennighoff, Alham Fikri Aji, David Ifeoluwa Adelani, Khalid Almubarak, M. Saiful Bari, Lintang Sutawika, Jungo Kasai, Ahmed Baruwa, Genta Indra Winata, Stella Biderman, Edward Raff, Dragomir Radev, Vassilina Nikoulina

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Memory-efficient NLLB-200: Language-specific Expert Pruning of a Massively Multilingual Machine Translation Model.

Yeskendir Koishekenov, Alexandre Berard, Vassilina Nikoulina

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

BLOOM+1: Adding Language Support to BLOOM for Zero-Shot Prompting.

Zheng Xin Yong, Hailey Schoelkopf, Niklas Muennighoff, Alham Fikri Aji, David Ifeoluwa Adelani, Khalid Almubarak, M. Saiful Bari, Lintang Sutawika, Jungo Kasai, Ahmed Baruwa, Genta Indra Winata, Stella Biderman, Dragomir Radev, Vassilina Nikoulina

CoRR, 2022

Adapting BigScience Multilingual Model to Unseen Languages.

Zheng Xin Yong, Vassilina Nikoulina

CoRR, 2022

Speeding Up Entmax.

Maxat Tezekbayev, Vassilina Nikoulina, Matthias Gallé, Zhenisbek Assylbekov

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

What Do Compressed Multilingual Machine Translation Models Forget?

Alireza Mohammadshahi, Vassilina Nikoulina, Alexandre Berard, Caroline Brun, James Henderson, Laurent Besacier

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

SMaLL-100: Introducing Shallow Multilingual Machine Translation Model for Low-Resource Languages.

Alireza Mohammadshahi, Vassilina Nikoulina, Alexandre Berard, Caroline Brun, James Henderson, Laurent Besacier

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Zero-Shot Aspect-Based Scientific Document Summarization using Self-Supervised Pre-training.

Amir Soleimani, Vassilina Nikoulina, Benoît Favre, Salah Ait-Mokhtar

Proceedings of the 21st Workshop on Biomedical Language Processing, 2022

DaLC: Domain Adaptation Learning Curve Prediction for Neural Machine Translation.

Cheonbok Park, Hantae Kim, Ioan Calapodescu, Hyunchang Cho, Vassilina Nikoulina

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

Zero-Shot and Few-Shot Classification of Biomedical Articles in Context of the COVID-19 Pandemic.

Simon Lupart, Benoît Favre, Vassilina Nikoulina, Salah Ait-Mokhtar

Proceedings of the Workshop on Scientific Document Understanding co-located with 36th AAAI Conference on Artificial Inteligence, 2022

2021

The Rediscovery Hypothesis: Language Models Need to Meet Linguistics.

Vassilina Nikoulina, Maxat Tezekbayev, Nuradil Kozhakhmet, Madina Babazhanova, Matthias Gallé, Zhenisbek Assylbekov

J. Artif. Intell. Res., 2021

On the Evaluation of Machine Translation for Terminology Consistency.

Md Mahfuz Ibn Alam, Antonios Anastasopoulos, Laurent Besacier, James Cross, Matthias Gallé, Philipp Koehn, Vassilina Nikoulina

CoRR, 2021

Multilingual Domain Adaptation for NMT: Decoupling Language and Domain Information with Adapters.

Asa Cooper Stickland, Alexandre Berard, Vassilina Nikoulina

Proceedings of the Sixth Conference on Machine Translation, 2021

Findings of the WMT Shared Task on Machine Translation Using Terminologies.

Md Mahfuz Ibn Alam, Ivana Kvapilíková, Antonios Anastasopoulos, Laurent Besacier, Georgiana Dinu, Marcello Federico, Matthias Gallé, Kweon Woo Jung, Philipp Koehn, Vassilina Nikoulina

Proceedings of the Sixth Conference on Machine Translation, 2021

Efficient Inference for Multilingual Neural Machine Translation.

Alexandre Berard, Dain Lee, Stéphane Clinchant, Kweon Woo Jung, Vassilina Nikoulina

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Do Multilingual Neural Machine Translation Models Contain Language Pair Specific Attention Heads?

Zae Myung Kim, Laurent Besacier, Vassilina Nikoulina, Didier Schwab

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

Naver Labs Europe's Participation in the Robustness, Chat, and Biomedical Tasks at WMT 2020.

Alexandre Berard, Ioan Calapodescu, Vassilina Nikoulina, Jerin Philip

Proceedings of the Fifth Conference on Machine Translation, 2020

A Multilingual Neural Machine Translation Model for Biomedical Data.

Alexandre Bérard, Zae Myung Kim, Vassilina Nikoulina, Eunjeong Lucy Park, Matthias Gallé

Proceedings of the 1st Workshop on NLP for COVID-19@ EMNLP 2020, Online, December 2020, 2020

2019

"Sentiment Aware Map" : exploration cartographique de points d'intérêt via l'analyse de sentiments au niveau des aspects ().

Ioan Calapodescu, Caroline Brun, Vassilina Nikoulina, Salah Aït-Mokhtar

Proceedings of the Actes de la Conférence sur le Traitement Automatique des Langues Naturelles (TALN) PFIA 2019. Volume IV : Démonstrations, 2019

On the use of BERT for Neural Machine Translation.

Stéphane Clinchant, Kweon Woo Jung, Vassilina Nikoulina

Proceedings of the 3rd Workshop on Neural Generation and Translation@EMNLP-IJCNLP 2019, 2019

Machine Translation of Restaurant Reviews: New Corpus for Domain Adaptation and Robustness.

Alexandre Berard, Ioan Calapodescu, Marc Dymetman, Claude Roux, Jean-Luc Meunier, Vassilina Nikoulina

Proceedings of the 3rd Workshop on Neural Generation and Translation@EMNLP-IJCNLP 2019, 2019

2018

Aspect Based Sentiment Analysis into the Wild.

Caroline Brun, Vassilina Nikoulina

Proceedings of the 9th Workshop on Computational Approaches to Subjectivity, 2018

2014

A Lightweight Terminology Verification Service for External Machine Translation Engines.

Alessio Bosca, Vassilina Nikoulina, Marc Dymetman

Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, 2014

2013

Domain Adaptation of Statistical Machine Translation Models with Monolingual Data for Cross Lingual Information Retrieval.

Vassilina Nikoulina, Stéphane Clinchant

Proceedings of the Advances in Information Retrieval, 2013

2012

Linguistically-Adapted Structural Query Annotation for Digital Libraries in the Social Sciences.

Caroline Brun, Vassilina Nikoulina, Nikolaos Lagos

Proceedings of the 6th Workshop on Language Technology for Cultural Heritage, 2012

Adaptation of Statistical Machine Translation Model for Cross-Lingual Information Retrieval in a Service Context.

Vassilina Nikoulina, Bogomil Kovachev, Nikolaos Lagos, Christof Monz

Proceedings of the EACL 2012, 2012

Hybrid Adaptation of Named Entity Recognition for Statistical Machine Translation.

Vassilina Nikoulina, Ágnes Sándor, Marc Dymetman

Proceedings of the Second Workshop on Applying Machine Learning Techniques to Optimise the Division of Labour in Hybrid MT@COLING 2012, 2012

2010

Modèle de traduction statistique à fragments enrichi par la syntaxe. (A Syntax-Augmented Phrase-Based Statistical Machine Translation Model).

Vassilina Nikoulina

PhD thesis, 2010

2008

Using Syntactic Coupling Features for Discriminating Phrase-Based Translations (WMT-08 Shared Translation Task).

Vassilina Nikoulina, Marc Dymetman

Proceedings of the Third Workshop on Statistical Machine Translation, 2008

Experiments in Discriminating Phrase-Based Translations on the Basis of Syntactic Coupling Features.

Vassilina Nikoulina, Marc Dymetman

Proceedings of the Second Workshop on Syntax and Structure in Statistical Translation, 2008