Matthias Gallé
21 papers · 2017–2025 · 7 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+8 more ↓ Show less ↑
🌈 Renaissance Researcher (7) 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (7) 🏃 Academic Marathon (8) 🗺️ Taxonomy Completionist (53)
🐣
Hot Topic Early Bird
🌍
Conference Polyglot
(7)
🏃
Academic Marathon
(8)
🏆
Keyword Champion
(2)
⚡
Prolific Year
(7)
💎
Century Club
(21)
❓
The Questioner
(2)
🗃️
Keyword Collector
(108)
Conferences
EMNLP (10)
ACL (3)
EACL (2)
IJCNLP (2)
NAACL (2)
AISTATS (1)
ICLR (1)
Top co-authors
Keywords
machine translation
(6)
neural machine translation
(4)
domain adaptation
(3)
large language model
(3)
multi-document summarization
(2)
vocabulary size
(2)
language model
(2)
subword tokenization
(2)
compression algorithm
(2)
domain shift
(2)
abstractive summarization
(2)
unsupervised learning
(2)
byte-pair encoding
(2)
opinion summarization
(2)
sentiment classification
(2)
language model alignment
(2)
multilingual translation
(2)
performance prediction
(2)
in-context learning
(1)
multilingual nlp
(1)
Papers
Commit0: Library Generation from Scratch
ICLR 2025
Command-A-Translate: Raising the Bar of Machine Translation with Difficulty Filtering
EMNLP 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
On Leakage of Code Generation Evaluation Datasets
EMNLP 2024
LLMCrit: Teaching Large Language Models to Use Criteria
ACL 2024
Speeding Up Entmax
NAACL 2022
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
Breaking Writer’s Block: Low-cost Fine-tuning of Natural Language Generation Models
EACL 2021
Monolingual Adapters for Zero-Shot Neural Machine Translation
EMNLP 2020
A Multilingual Neural Machine Translation Model for Biomedical Data
EMNLP 2020
Proceedings of the Workshop on Deep Learning and Formal Languages: Building Bridges
ACL 2019
Unsupervised Aspect-Based Multi-Document Abstractive Summarization
EMNLP 2019
Joint Semantic and Distributional Word Representations with Multi-Graph Embeddings
EMNLP 2019
To Annotate or Not? Predicting Performance Drop under Domain Shift
EMNLP 2019
Investigating the Effectiveness of BPE: The Power of Shorter Sequences
IJCNLP 2019
To Annotate or Not? Predicting Performance Drop under Domain Shift
IJCNLP 2019
Investigating the Effectiveness of BPE: The Power of Shorter Sequences
EMNLP 2019
A Maximum Matching Algorithm for Basis Selection in Spectral Learning
AISTATS 2017