Matthias Gallé
19 papers · 2017–2025 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (48) 🏃 Academic Marathon · Sprint 🐣 Hot Topic Early Bird
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Renaissance Researcher
(5)
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The Questioner
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Prolific Year · Productive
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Century Club · Bronze
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Keyword Collector
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Top co-authors
Research topics
Machine Learning
(13)
Deep Learning
(9)
Natural Language Processing
(9)
Learning Types · Machine Learning
(9)
Artificial Intelligence
(6)
Applications
(6)
Core AI
(6)
Learning Types · Deep Learning
(5)
Optimization & Theory
(4)
Resources & Methods
(4)
Application Areas
(3)
Core Methods
(3)
Generation
(3)
Computer Science
(2)
Architectures
(2)
Keywords
machine translation
(5)
large language model
(3)
neural machine translation
(3)
domain adaptation
(3)
multilingual translation
(2)
abstractive summarization
(2)
unsupervised learning
(2)
opinion summarization
(2)
language model
(2)
multi-document summarization
(2)
code generation
(2)
language model alignment
(2)
in-context learning
(1)
multilingual nlp
(1)
policy optimization
(1)
self-supervised learning
(1)
model selection
(1)
reinforcement learning
(1)
direct preference optimization
(1)
model evaluation
(1)
Papers
Command-A-Translate: Raising the Bar of Machine Translation with Difficulty Filtering
EMNLP 2025
Commit0: Library Generation from Scratch
ICLR 2025
Improving Reward Models with Synthetic Critiques
NAACL 2025
Back to Basics: Revisiting REINFORCE-Style Optimization for Learning from Human Feedback in LLMs
ACL 2024
LLMCrit: Teaching Large Language Models to Use Criteria
ACL 2024
On Leakage of Code Generation Evaluation Datasets
EMNLP 2024
Speeding Up Entmax
NAACL 2022
Breaking Writer’s Block: Low-cost Fine-tuning of Natural Language Generation Models
EACL 2021
Findings of the WMT Shared Task on Machine Translation Using Terminologies
EMNLP 2021
Multilingual Unsupervised Neural Machine Translation with Denoising Adapters
EMNLP 2021
Self-Supervised and Controlled Multi-Document Opinion Summarization
EACL 2021
A Multilingual Neural Machine Translation Model for Biomedical Data
EMNLP 2020
Monolingual Adapters for Zero-Shot Neural Machine Translation
EMNLP 2020
Investigating the Effectiveness of BPE: The Power of Shorter Sequences
EMNLP 2019
Joint Semantic and Distributional Word Representations with Multi-Graph Embeddings
EMNLP 2019
Proceedings of the Workshop on Deep Learning and Formal Languages: Building Bridges
ACL 2019
To Annotate or Not? Predicting Performance Drop under Domain Shift
EMNLP 2019
Unsupervised Aspect-Based Multi-Document Abstractive Summarization
EMNLP 2019
A Maximum Matching Algorithm for Basis Selection in Spectral Learning
AISTATS 2017