Vassilina Nikoulina

62 papers A* 2A 4B 1Misc 1Journal 30Unranked 23

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Retrieval-Augmented LLM Agents: Learning to Learn from Experience. CoRR Thomas Palmeira Ferraz, Romain Deffayet, Vassilina Nikoulina, Hervé Déjean, Stéphane Clinchant
2025	J	`jnl`	Adapting Large Language Models for Multi-Domain Retrieval-Augmented-Generation. CoRR Alexandre Misrahi, Nadezhda Chirkova, Maxime Louis, Vassilina Nikoulina
2025	J	`jnl`	DiffLoRA: Differential Low-Rank Adapters for Large Language Models. CoRR Alexandre Misrahi, Nadezhda Chirkova, Maxime Louis, Vassilina Nikoulina
2025	A*	`conf`	Provence: efficient and robust context pruning for retrieval-augmented generation. ICLR Nadezhda Chirkova, Thibault Formal, Vassilina Nikoulina, Stéphane Clinchant
2025	J	`jnl`	Provence: efficient and robust context pruning for retrieval-augmented generation. CoRR Nadezhda Chirkova, Thibault Formal, Vassilina Nikoulina, Stéphane Clinchant
2024	—	`conf`	BERGEN: A Benchmarking Library for Retrieval-Augmented Generation. EMNLP (Findings) David Rau, Hervé Déjean, Nadezhda Chirkova, Thibault Formal, Shuai Wang, Stéphane Clinchant, Vassilina Nikoulina
2024	J	`jnl`	BERGEN: A Benchmarking Library for Retrieval-Augmented Generation. CoRR David Rau, Hervé Déjean, Nadezhda Chirkova, Thibault Formal, Shuai Wang, Vassilina Nikoulina, Stéphane Clinchant
2024	J	`jnl`	FrenchToxicityPrompts: a Large Benchmark for Evaluating and Mitigating Toxicity in French Texts. CoRR Caroline Brun, Vassilina Nikoulina
2024	J	`jnl`	Investigating the potential of Sparse Mixtures-of-Experts for multi-domain neural machine translation. CoRR Nadezhda Chirkova, Vassilina Nikoulina, Jean-Luc Meunier, Alexandre Bérard
2024	—	`conf`	Key ingredients for effective zero-shot cross-lingual knowledge transfer in generative tasks. NAACL-HLT Nadezhda Chirkova, Vassilina Nikoulina
2024	J	`jnl`	Key ingredients for effective zero-shot cross-lingual knowledge transfer in generative tasks. CoRR Nadezhda Chirkova, Vassilina Nikoulina
2024	Misc	`conf`	Multilingual Distilwhisper: Efficient Distillation of Multi-Task Speech Models Via Language-Specific Experts. ICASSP Thomas Palmeira Ferraz, Marcely Zanon Boito, Caroline Brun, Vassilina Nikoulina
2024	J	`jnl`	Retrieval-augmented generation in multilingual settings. CoRR Nadezhda Chirkova, David Rau, Hervé Déjean, Thibault Formal, Stéphane Clinchant, Vassilina Nikoulina
2024	J	`jnl`	Zero-shot cross-lingual transfer in instruction tuning of large language model. CoRR Nadezhda Chirkova, Vassilina Nikoulina
2024	B	`conf`	Zero-shot cross-lingual transfer in instruction tuning of large language models. INLG Nadezhda Chirkova, Vassilina Nikoulina
2023	—	`conf`	BLOOM+1: Adding Language Support to BLOOM for Zero-Shot Prompting. ACL (1) 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
2023	J	`jnl`	DistilWhisper: Efficient Distillation of Multi-task Speech Models via Language-Specific Experts. CoRR Thomas Palmeira Ferraz, Marcely Zanon Boito, Caroline Brun, Vassilina Nikoulina
2023	J	`jnl`	Empirical study of pretrained multilingual language models for zero-shot cross-lingual generation. CoRR Nadezhda Chirkova, Sheng Liang, Vassilina Nikoulina
2023	A	`conf`	Long-Tail Theory Under Gaussian Mixtures. ECAI Arman Bolatov, Maxat Tezekbayev, Igor Melnykov, Artur Pak, Vassilina Nikoulina, Zhenisbek Assylbekov
2023	J	`jnl`	Long-Tail Theory under Gaussian Mixtures. CoRR Arman Bolatov, Maxat Tezekbayev, Igor Melnykov, Artur Pak, Vassilina Nikoulina, Zhenisbek Assylbekov
2023	—	`conf`	Memory-efficient NLLB-200: Language-specific Expert Pruning of a Massively Multilingual Machine Translation Model. ACL (1) Yeskendir Koishekenov, Alexandre Berard, Vassilina Nikoulina
2022	J	`jnl`	Adapting BigScience Multilingual Model to Unseen Languages. CoRR Zheng Xin Yong, Vassilina Nikoulina
2022	J	`jnl`	BLOOM+1: Adding Language Support to BLOOM for Zero-Shot Prompting. CoRR 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
2022	—	`conf`	DaLC: Domain Adaptation Learning Curve Prediction for Neural Machine Translation. ACL (Findings) Cheonbok Park, Hantae Kim, Ioan Calapodescu, Hyunchang Cho, Vassilina Nikoulina
2022	J	`jnl`	DaLC: Domain Adaptation Learning Curve Prediction for Neural Machine Translation. CoRR Cheonbok Park, Hantae Kim, Ioan Calapodescu, Hyunchang Cho, Vassilina Nikoulina
2022	J	`jnl`	Memory-efficient NLLB-200: Language-specific Expert Pruning of a Massively Multilingual Machine Translation Model. CoRR Yeskendir Koishekenov, Vassilina Nikoulina, Alexandre Berard
2022	A*	`conf`	SMaLL-100: Introducing Shallow Multilingual Machine Translation Model for Low-Resource Languages. EMNLP Alireza Mohammadshahi, Vassilina Nikoulina, Alexandre Berard, Caroline Brun, James Henderson, Laurent Besacier
2022	J	`jnl`	SMaLL-100: Introducing Shallow Multilingual Machine Translation Model for Low-Resource Languages. CoRR Alireza Mohammadshahi, Vassilina Nikoulina, Alexandre Berard, Caroline Brun, James Henderson, Laurent Besacier
2022	—	`conf`	Speeding Up Entmax. NAACL-HLT (Findings) Maxat Tezekbayev, Vassilina Nikoulina, Matthias Gallé, Zhenisbek Assylbekov
2022	—	`conf`	What Do Compressed Multilingual Machine Translation Models Forget? EMNLP (Findings) Alireza Mohammadshahi, Vassilina Nikoulina, Alexandre Berard, Caroline Brun, James Henderson, Laurent Besacier
2022	J	`jnl`	What Do Compressed Multilingual Machine Translation Models Forget? CoRR Alireza Mohammadshahi, Vassilina Nikoulina, Alexandre Berard, Caroline Brun, James Henderson, Laurent Besacier
2022	—	`conf`	Zero-Shot Aspect-Based Scientific Document Summarization using Self-Supervised Pre-training. BioNLP@ACL Amir Soleimani, Vassilina Nikoulina, Benoît Favre, Salah Ait-Mokhtar
2022	—	`conf`	Zero-Shot and Few-Shot Classification of Biomedical Articles in Context of the COVID-19 Pandemic. SDU@AAAI Simon Lupart, Benoît Favre, Vassilina Nikoulina, Salah Ait-Mokhtar
2022	J	`jnl`	Zero-Shot and Few-Shot Classification of Biomedical Articles in Context of the COVID-19 Pandemic. CoRR Simon Lupart, Benoît Favre, Vassilina Nikoulina, Salah Ait-Mokhtar
2021	—	`conf`	Do Multilingual Neural Machine Translation Models Contain Language Pair Specific Attention Heads? ACL/IJCNLP (Findings) Zae Myung Kim, Laurent Besacier, Vassilina Nikoulina, Didier Schwab
2021	J	`jnl`	Do Multilingual Neural Machine Translation Models Contain Language Pair Specific Attention Heads? CoRR Zae Myung Kim, Laurent Besacier, Vassilina Nikoulina, Didier Schwab
2021	—	`conf`	Efficient Inference for Multilingual Neural Machine Translation. EMNLP (1) Alexandre Berard, Dain Lee, Stéphane Clinchant, Kweon Woo Jung, Vassilina Nikoulina
2021	J	`jnl`	Efficient Inference for Multilingual Neural Machine Translation. CoRR Alexandre Berard, Dain Lee, Stéphane Clinchant, Kweon Woo Jung, Vassilina Nikoulina
2021	—	`conf`	Findings of the WMT Shared Task on Machine Translation Using Terminologies. WMT@EMNLP Md Mahfuz Ibn Alam, Ivana Kvapilíková, Antonios Anastasopoulos, Laurent Besacier, Georgiana Dinu, Marcello Federico, Matthias Gallé, Kweon Woo Jung, Philipp Koehn, Vassilina Nikoulina
2021	—	`conf`	Multilingual Domain Adaptation for NMT: Decoupling Language and Domain Information with Adapters. WMT@EMNLP Asa Cooper Stickland, Alexandre Berard, Vassilina Nikoulina
2021	J	`jnl`	Multilingual Domain Adaptation for NMT: Decoupling Language and Domain Information with Adapters. CoRR Asa Cooper Stickland, Alexandre Bérard, Vassilina Nikoulina
2021	J	`jnl`	On the Evaluation of Machine Translation for Terminology Consistency. CoRR Md Mahfuz Ibn Alam, Antonios Anastasopoulos, Laurent Besacier, James Cross, Matthias Gallé, Philipp Koehn, Vassilina Nikoulina
2021	J	`jnl`	Speeding Up Entmax. CoRR Maxat Tezekbayev, Vassilina Nikoulina, Matthias Gallé, Zhenisbek Assylbekov
2021	J	`jnl`	The Rediscovery Hypothesis: Language Models Need to Meet Linguistics. CoRR Vassilina Nikoulina, Maxat Tezekbayev, Nuradil Kozhakhmet, Madina Babazhanova, Matthias Gallé, Zhenisbek Assylbekov
2021	J	`jnl`	The Rediscovery Hypothesis: Language Models Need to Meet Linguistics. J. Artif. Intell. Res. Vassilina Nikoulina, Maxat Tezekbayev, Nuradil Kozhakhmet, Madina Babazhanova, Matthias Gallé, Zhenisbek Assylbekov
2020	—	`conf`	A Multilingual Neural Machine Translation Model for Biomedical Data. NLP4COVID@EMNLP Alexandre Bérard, Zae Myung Kim, Vassilina Nikoulina, Eunjeong Lucy Park, Matthias Gallé
2020	J	`jnl`	A Multilingual Neural Machine Translation Model for Biomedical Data. CoRR Alexandre Bérard, Zae Myung Kim, Vassilina Nikoulina, Eunjeong L. Park, Matthias Gallé
2020	—	`conf`	Naver Labs Europe's Participation in the Robustness, Chat, and Biomedical Tasks at WMT 2020. WMT@EMNLP Alexandre Berard, Ioan Calapodescu, Vassilina Nikoulina, Jerin Philip
2019	—	`conf`	"Sentiment Aware Map" : exploration cartographique de points d'intérêt via l'analyse de sentiments au niveau des aspects (). PFIA (Demonstrations) Ioan Calapodescu, Caroline Brun, Vassilina Nikoulina, Salah Aït-Mokhtar
2019	—	`conf`	Machine Translation of Restaurant Reviews: New Corpus for Domain Adaptation and Robustness. NGT@EMNLP-IJCNLP Alexandre Berard, Ioan Calapodescu, Marc Dymetman, Claude Roux, Jean-Luc Meunier, Vassilina Nikoulina
2019	J	`jnl`	Machine Translation of Restaurant Reviews: New Corpus for Domain Adaptation and Robustness. CoRR Alexandre Bérard, Ioan Calapodescu, Marc Dymetman, Claude Roux, Jean-Luc Meunier, Vassilina Nikoulina
2019	—	`conf`	On the use of BERT for Neural Machine Translation. NGT@EMNLP-IJCNLP Stéphane Clinchant, Kweon Woo Jung, Vassilina Nikoulina
2019	J	`jnl`	On the use of BERT for Neural Machine Translation. CoRR Stéphane Clinchant, Kweon Woo Jung, Vassilina Nikoulina
2018	—	`conf`	Aspect Based Sentiment Analysis into the Wild. WASSA@EMNLP Caroline Brun, Vassilina Nikoulina
2014	A	`conf`	A Lightweight Terminology Verification Service for External Machine Translation Engines. EACL Alessio Bosca, Vassilina Nikoulina, Marc Dymetman
2013	A	`conf`	Domain Adaptation of Statistical Machine Translation Models with Monolingual Data for Cross Lingual Information Retrieval. ECIR Vassilina Nikoulina, Stéphane Clinchant
2012	A	`conf`	Adaptation of Statistical Machine Translation Model for Cross-Lingual Information Retrieval in a Service Context. EACL Vassilina Nikoulina, Bogomil Kovachev, Nikolaos Lagos, Christof Monz
2012	—	`conf`	Hybrid Adaptation of Named Entity Recognition for Statistical Machine Translation. AML@COLING Vassilina Nikoulina, Ágnes Sándor, Marc Dymetman
2012	—	`conf`	Linguistically-Adapted Structural Query Annotation for Digital Libraries in the Social Sciences. LaTeCH@EACL Caroline Brun, Vassilina Nikoulina, Nikolaos Lagos
2010	—	`—`	Modèle de traduction statistique à fragments enrichi par la syntaxe. (A Syntax-Augmented Phrase-Based Statistical Machine Translation Model). Vassilina Nikoulina
2008	—	`conf`	Experiments in Discriminating Phrase-Based Translations on the Basis of Syntactic Coupling Features. SSST@ACL Vassilina Nikoulina, Marc Dymetman
2008	—	`conf`	Using Syntactic Coupling Features for Discriminating Phrase-Based Translations (WMT-08 Shared Translation Task). WMT@ACL Vassilina Nikoulina, Marc Dymetman