Vassilina Nikoulina

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 47

Top Venues

CoRR

WMT@EMNLP

ACL (1)

NGT@EMNLP-IJCNLP

Grenoble Alpes University, France (PHD)

Education History

Grenoble Alpes University, France

PHD

Publications

Nadezhda Chirkova, Vassilina Nikoulina
Zero-shot cross-lingual transfer in instruction tuning of large language model. CoRR (2024)
David Rau, Hervé Déjean, Nadezhda Chirkova, Thibault Formal, Shuai Wang, Vassilina Nikoulina, Stéphane Clinchant
BERGEN: A Benchmarking Library for Retrieval-Augmented Generation. CoRR (2024)
Nadezhda Chirkova, Vassilina Nikoulina
Key ingredients for effective zero-shot cross-lingual knowledge transfer in generative tasks. CoRR (2024)
Caroline Brun, Vassilina Nikoulina
FrenchToxicityPrompts: a Large Benchmark for Evaluating and Mitigating Toxicity in French Texts. CoRR (2024)
Nadezhda Chirkova, Vassilina Nikoulina
Key ingredients for effective zero-shot cross-lingual knowledge transfer in generative tasks. NAACL-HLT (2024)
Nadezhda Chirkova, Vassilina Nikoulina, Jean-Luc Meunier, Alexandre Bérard
Investigating the potential of Sparse Mixtures-of-Experts for multi-domain neural machine translation. CoRR (2024)
Thomas Palmeira Ferraz, Marcely Zanon Boito, Caroline Brun, Vassilina Nikoulina
Multilingual Distilwhisper: Efficient Distillation of Multi-Task Speech Models Via Language-Specific Experts. ICASSP (2024)
Nadezhda Chirkova, David Rau, Hervé Déjean, Thibault Formal, Stéphane Clinchant, Vassilina Nikoulina
Retrieval-augmented generation in multilingual settings. CoRR (2024)
Yeskendir Koishekenov, Alexandre Berard, Vassilina Nikoulina
Memory-efficient NLLB-200: Language-specific Expert Pruning of a Massively Multilingual Machine Translation Model. ACL (1) (2023)
Arman Bolatov, Maxat Tezekbayev, Igor Melnykov, Artur Pak, Vassilina Nikoulina, Zhenisbek Assylbekov
Long-Tail Theory Under Gaussian Mixtures. ECAI (2023)
Nadezhda Chirkova, Sheng Liang, Vassilina Nikoulina
Empirical study of pretrained multilingual language models for zero-shot cross-lingual generation. CoRR (2023)
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
BLOOM+1: Adding Language Support to BLOOM for Zero-Shot Prompting. ACL (1) (2023)
Thomas Palmeira Ferraz, Marcely Zanon Boito, Caroline Brun, Vassilina Nikoulina
DistilWhisper: Efficient Distillation of Multi-task Speech Models via Language-Specific Experts. CoRR (2023)
Arman Bolatov, Maxat Tezekbayev, Igor Melnykov, Artur Pak, Vassilina Nikoulina, Zhenisbek Assylbekov
Long-Tail Theory under Gaussian Mixtures. CoRR (2023)
Simon Lupart, Benoît Favre, Vassilina Nikoulina, Salah Ait-Mokhtar
Zero-Shot and Few-Shot Classification of Biomedical Articles in Context of the COVID-19 Pandemic. CoRR (2022)
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
BLOOM+1: Adding Language Support to BLOOM for Zero-Shot Prompting. CoRR (2022)
Alireza Mohammadshahi, Vassilina Nikoulina, Alexandre Berard, Caroline Brun, James Henderson, Laurent Besacier
What Do Compressed Multilingual Machine Translation Models Forget? CoRR (2022)
Zheng Xin Yong, Vassilina Nikoulina
Adapting BigScience Multilingual Model to Unseen Languages. CoRR (2022)
Cheonbok Park, Hantae Kim, Ioan Calapodescu, Hyunchang Cho, Vassilina Nikoulina
DaLC: Domain Adaptation Learning Curve Prediction for Neural Machine Translation. CoRR (2022)
Alireza Mohammadshahi, Vassilina Nikoulina, Alexandre Berard, Caroline Brun, James Henderson, Laurent Besacier
What Do Compressed Multilingual Machine Translation Models Forget? EMNLP (Findings) (2022)
Amir Soleimani, Vassilina Nikoulina, Benoît Favre, Salah Ait-Mokhtar
Zero-Shot Aspect-Based Scientific Document Summarization using Self-Supervised Pre-training. BioNLP@ACL (2022)
Maxat Tezekbayev, Vassilina Nikoulina, Matthias Gallé, Zhenisbek Assylbekov
Speeding Up Entmax. NAACL-HLT (Findings) (2022)
Simon Lupart, Benoît Favre, Vassilina Nikoulina, Salah Ait-Mokhtar
Zero-Shot and Few-Shot Classification of Biomedical Articles in Context of the COVID-19 Pandemic. SDU@AAAI (2022)
Alireza Mohammadshahi, Vassilina Nikoulina, Alexandre Berard, Caroline Brun, James Henderson, Laurent Besacier
SMaLL-100: Introducing Shallow Multilingual Machine Translation Model for Low-Resource Languages. EMNLP (2022)
Yeskendir Koishekenov, Vassilina Nikoulina, Alexandre Berard
Memory-efficient NLLB-200: Language-specific Expert Pruning of a Massively Multilingual Machine Translation Model. CoRR (2022)
Cheonbok Park, Hantae Kim, Ioan Calapodescu, Hyunchang Cho, Vassilina Nikoulina
DaLC: Domain Adaptation Learning Curve Prediction for Neural Machine Translation. ACL (Findings) (2022)
Alireza Mohammadshahi, Vassilina Nikoulina, Alexandre Berard, Caroline Brun, James Henderson, Laurent Besacier
SMaLL-100: Introducing Shallow Multilingual Machine Translation Model for Low-Resource Languages. CoRR (2022)
Md Mahfuz Ibn Alam, Antonios Anastasopoulos, Laurent Besacier, James Cross, Matthias Gallé, Philipp Koehn, Vassilina Nikoulina
On the Evaluation of Machine Translation for Terminology Consistency. CoRR (2021)
Alexandre Berard, Dain Lee, Stéphane Clinchant, Kweon Woo Jung, Vassilina Nikoulina
Efficient Inference for Multilingual Neural Machine Translation. CoRR (2021)
Maxat Tezekbayev, Vassilina Nikoulina, Matthias Gallé, Zhenisbek Assylbekov
Speeding Up Entmax. CoRR (2021)
Vassilina Nikoulina, Maxat Tezekbayev, Nuradil Kozhakhmet, Madina Babazhanova, Matthias Gallé, Zhenisbek Assylbekov
The Rediscovery Hypothesis: Language Models Need to Meet Linguistics. J. Artif. Intell. Res. 72 (2021)
Vassilina Nikoulina, Maxat Tezekbayev, Nuradil Kozhakhmet, Madina Babazhanova, Matthias Gallé, Zhenisbek Assylbekov
The Rediscovery Hypothesis: Language Models Need to Meet Linguistics. CoRR (2021)
Asa Cooper Stickland, Alexandre Bérard, Vassilina Nikoulina
Multilingual Domain Adaptation for NMT: Decoupling Language and Domain Information with Adapters. CoRR (2021)
Asa Cooper Stickland, Alexandre Berard, Vassilina Nikoulina
Multilingual Domain Adaptation for NMT: Decoupling Language and Domain Information with Adapters. WMT@EMNLP (2021)
Alexandre Berard, Dain Lee, Stéphane Clinchant, Kweon Woo Jung, Vassilina Nikoulina
Efficient Inference for Multilingual Neural Machine Translation. EMNLP (1) (2021)
Zae Myung Kim, Laurent Besacier, Vassilina Nikoulina, Didier Schwab
Do Multilingual Neural Machine Translation Models Contain Language Pair Specific Attention Heads? ACL/IJCNLP (Findings) (2021)
Zae Myung Kim, Laurent Besacier, Vassilina Nikoulina, Didier Schwab
Do Multilingual Neural Machine Translation Models Contain Language Pair Specific Attention Heads? CoRR (2021)
Md Mahfuz Ibn Alam, Ivana Kvapilíková, Antonios Anastasopoulos, Laurent Besacier, Georgiana Dinu, Marcello Federico, Matthias Gallé, Kweon Woo Jung, Philipp Koehn, Vassilina Nikoulina
Findings of the WMT Shared Task on Machine Translation Using Terminologies. WMT@EMNLP (2021)
Alexandre Bérard, Zae Myung Kim, Vassilina Nikoulina, Eunjeong L. Park, Matthias Gallé
A Multilingual Neural Machine Translation Model for Biomedical Data. CoRR (2020)
Alexandre Bérard, Zae Myung Kim, Vassilina Nikoulina, Eunjeong Lucy Park, Matthias Gallé
A Multilingual Neural Machine Translation Model for Biomedical Data. NLP4COVID@EMNLP (2020)
Alexandre Berard, Ioan Calapodescu, Vassilina Nikoulina, Jerin Philip
Naver Labs Europe's Participation in the Robustness, Chat, and Biomedical Tasks at WMT 2020. WMT@EMNLP (2020)
Alexandre Bérard, Ioan Calapodescu, Marc Dymetman, Claude Roux, Jean-Luc Meunier, Vassilina Nikoulina
Machine Translation of Restaurant Reviews: New Corpus for Domain Adaptation and Robustness. CoRR (2019)
Stéphane Clinchant, Kweon Woo Jung, Vassilina Nikoulina
On the use of BERT for Neural Machine Translation. CoRR (2019)
Alexandre Berard, Ioan Calapodescu, Marc Dymetman, Claude Roux, Jean-Luc Meunier, Vassilina Nikoulina
Machine Translation of Restaurant Reviews: New Corpus for Domain Adaptation and Robustness. NGT@EMNLP-IJCNLP (2019)
Stéphane Clinchant, Kweon Woo Jung, Vassilina Nikoulina
On the use of BERT for Neural Machine Translation. NGT@EMNLP-IJCNLP (2019)
Ioan Calapodescu, Caroline Brun, Vassilina Nikoulina, Salah Aït-Mokhtar
"Sentiment Aware Map" : exploration cartographique de points d'intérêt via l'analyse de sentiments au niveau des aspects (). PFIA (Demonstrations) (2019)
Caroline Brun, Vassilina Nikoulina
Aspect Based Sentiment Analysis into the Wild. WASSA@EMNLP (2018)
Alessio Bosca, Vassilina Nikoulina, Marc Dymetman
A Lightweight Terminology Verification Service for External Machine Translation Engines. EACL (2014)
Vassilina Nikoulina, Stéphane Clinchant
Domain Adaptation of Statistical Machine Translation Models with Monolingual Data for Cross Lingual Information Retrieval. ECIR (2013)
Vassilina Nikoulina, Bogomil Kovachev, Nikolaos Lagos, Christof Monz
Adaptation of Statistical Machine Translation Model for Cross-Lingual Information Retrieval in a Service Context. EACL (2012)
Caroline Brun, Vassilina Nikoulina, Nikolaos Lagos
Linguistically-Adapted Structural Query Annotation for Digital Libraries in the Social Sciences. LaTeCH@EACL (2012)
Vassilina Nikoulina, Ágnes Sándor, Marc Dymetman
Hybrid Adaptation of Named Entity Recognition for Statistical Machine Translation. AML@COLING (2012)
Vassilina Nikoulina, Marc Dymetman
Using Syntactic Coupling Features for Discriminating Phrase-Based Translations (WMT-08 Shared Translation Task). WMT@ACL (2008)
Vassilina Nikoulina, Marc Dymetman
Experiments in Discriminating Phrase-Based Translations on the Basis of Syntactic Coupling Features. SSST@ACL (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Vassilina Nikoulina