Vassilina Nikoulina

1. BLOOM: A 176B-Parameter Open-Access Multilingual Language Model
   2022/11/09 by BigScience Workshop, Workshop, BigScience, : +784 · 1 voice · 138 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.CL
2. BLOOM+1: Adding Language Support to BLOOM for Zero-Shot Prompting
   2022/12/19 by Zheng-Xin Yong, Hailey Schoelkopf, Yong, Zheng-Xin +26 · 15 citations
   Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Topic Modeling
3. Memory-efficient NLLB-200: Language-specific Expert Pruning of a Massively Multilingual Machine Translation Model
   2022/12/19 by Yeskendir Koishekenov, Koishekenov, Yeskendir, Alexandre Bérard +3 · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
4. Multilingual DistilWhisper: Efficient Distillation of Multi-task Speech Models via Language-Specific Experts
   2023/11/02 by Thomas Palmeira Ferraz, Marcely Zanon Boito, Ferraz, Thomas Palmeira +5 · 5 citations
   Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Topic Modeling #electronic engineering #information engineering
5. Retrieval-augmented generation in multilingual settings
   2024/07/01 by Nadezhda Chirkova, David Rau, Chirkova, Nadezhda +9 · 6 citations
   Computer Science · #Speech and dialogue systems
6. Zero-shot cross-lingual transfer in instruction tuning of large language models
   2024/02/22 by Nadezhda Chirkova, Vassilina Nikoulina, Chirkova, Nadezhda +1 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
7. Machine Translation of Restaurant Reviews: New Corpus for Domain\n Adaptation and Robustness
   2019/10/31 by Alexandre Bérard, Ioan Calapodescu, Bérard, Alexandre +9 · 1 citation
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #Sentiment Analysis and Opinion Mining
8. Key ingredients for effective zero-shot cross-lingual knowledge transfer in generative tasks
   2024/02/19 by Nadezhda Chirkova, Chirkova, Nadezhda, Vassilina Nikoulina +1 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning
9. FrenchToxicityPrompts: a Large Benchmark for Evaluating and Mitigating Toxicity in French Texts
   2024/06/25 by Caroline Brun, Brun, Caroline, Vassilina Nikoulina +1 · 2 citations
   Medicine · #Cancer Treatment and Pharmacology
10. Provence: efficient and robust context pruning for retrieval-augmented generation
    2025/01/27 by Nadezhda Chirkova, Thibault Formal, Chirkova, Nadezhda +5 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #Data Management and Algorithms #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Web Data Mining and Analysis
11. Adapting Large Language Models for Multi-Domain Retrieval-Augmented-Generation
    2025/04/03 by Alexandre Misrahi, Misrahi, Alexandre, Nadezhda Chirkova +5 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques