Vassilina Nikoulina
24 papers · 2012–2025 · 6 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (43) 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Deep Specialist
(11)
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Prolific Year · Productive
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Unstoppable · Bronze
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The Questioner
(2)
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Century Club · Bronze
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Research topics
Natural Language Processing
(20)
Applications
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Machine Learning
(15)
Deep Learning
(12)
Application Areas
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Resources & Methods
(9)
Learning Types · Deep Learning
(8)
Artificial Intelligence
(6)
Learning Types · Machine Learning
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Core AI
(4)
Architectures
(3)
Optimization & Theory
(3)
Learning Paradigms
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Data Science & Analytics
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Healthcare & Medicine
(1)
Keywords
neural machine translation
(9)
domain adaptation
(7)
multilingual translation
(5)
retrieval-augmented generation
(3)
model compression
(3)
question answering
(3)
machine translation
(3)
multilingual machine translation
(3)
cross-lingual transfer
(3)
zero-shot learning
(2)
language model
(2)
multilingual model
(2)
low-resource language
(2)
large language model
(2)
multilingual retrieval
(1)
multilingual nlp
(1)
sentiment analysis
(1)
model distillation
(1)
sequence labeling
(1)
knowledge distillation
(1)
Papers
Provence: efficient and robust context pruning for retrieval-augmented generation
ICLR 2025
BERGEN: A Benchmarking Library for Retrieval-Augmented Generation
EMNLP 2024
FrenchToxicityPrompts: a Large Benchmark for Evaluating and Mitigating Toxicity in French Texts
COLING 2024
Key ingredients for effective zero-shot cross-lingual knowledge transfer in generative tasks
NAACL 2024
Retrieval-augmented generation in multilingual settings
ACL 2024
BLOOM+1: Adding Language Support to BLOOM for Zero-Shot Prompting
ACL 2023
Memory-efficient NLLB-200: Language-specific Expert Pruning of a Massively Multilingual Machine Translation Model
ACL 2023
DaLC: Domain Adaptation Learning Curve Prediction for Neural Machine Translation
ACL 2022
SMaLL-100: Introducing Shallow Multilingual Machine Translation Model for Low-Resource Languages
EMNLP 2022
Speeding Up Entmax
NAACL 2022
What Do Compressed Multilingual Machine Translation Models Forget?
EMNLP 2022
Zero-Shot Aspect-Based Scientific Document Summarization using Self-Supervised Pre-training
ACL 2022
Do Multilingual Neural Machine Translation Models Contain Language Pair Specific Attention Heads?
ACL 2021
Efficient Inference for Multilingual Neural Machine Translation
EMNLP 2021
Findings of the WMT Shared Task on Machine Translation Using Terminologies
EMNLP 2021
Multilingual Domain Adaptation for NMT: Decoupling Language and Domain Information with Adapters
EMNLP 2021
Visualizing Cross‐Lingual Discourse Relations in Multilingual TED Corpora
EMNLP 2021
A Multilingual Neural Machine Translation Model for Biomedical Data
EMNLP 2020
Naver Labs Europe’s Participation in the Robustness, Chat, and Biomedical Tasks at WMT 2020
EMNLP 2020
Machine Translation of Restaurant Reviews: New Corpus for Domain Adaptation and Robustness
EMNLP 2019
On the use of BERT for Neural Machine Translation
EMNLP 2019
Aspect Based Sentiment Analysis into the Wild
EMNLP 2018
A Lightweight Terminology Verification Service for External Machine Translation Engines
EACL 2014
Adaptation of Statistical Machine Translation Model for Cross-Lingual Information Retrieval in a Service Context
EACL 2012