Frédéric Blain
26 papers · 2012–2025 · 8 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (13) 🌍 Conference Polyglot (8) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird
🐝
Cross-Pollinator
(14)
🗺️
Taxonomy Completionist
(37)
🌉
Interdisciplinary Bridge
🔬
Deep Specialist
(17)
👥
Mega-Team
(20)
🏆
Keyword Champion
(10)
🤝
Dynamic Duo
(14)
🗃️
Keyword Collector
(70)
❓
The Questioner
(2)
⚡
Prolific Year
(6)
🚀
Conference Pioneer
💎
Century Club
(26)
🔥
Unstoppable
(6)
Conferences
EMNLP (14)
ACL (3)
COLING (3)
NAACL (2)
AACL (1)
EACL (1)
IJCNLP (1)
SEMEVAL (1)
Top co-authors
Keywords
quality estimation
(15)
machine translation
(14)
sentence-level prediction
(10)
word-level prediction
(8)
neural machine translation
(6)
document-level prediction
(3)
transformer model
(2)
transfer learning
(2)
evaluation methodology
(2)
neural network
(2)
direct assessment
(2)
pre-trained representation
(2)
error detection
(2)
machine translation evaluation
(2)
multidimensional quality metrics
(2)
zero-shot learning
(2)
authorship attribution
(1)
definition modeling
(1)
literary analysis
(1)
feature engineering
(1)
Papers
An Interdisciplinary Approach to Human-Centered Machine Translation
EMNLP 2025
Findings of the WMT25 Shared Task on Automated Translation Evaluation Systems: Linguistic Diversity is Challenging and References Still Help
EMNLP 2025
Are LLMs Breaking MT Metrics? Results of the WMT24 Metrics Shared Task
EMNLP 2024
Findings of the Quality Estimation Shared Task at WMT 2024: Are LLMs Closing the Gap in QE?
EMNLP 2024
DORE: A Dataset for Portuguese Definition Generation
COLING 2024
Findings of the WMT 2023 Shared Task on Quality Estimation
EMNLP 2023
Authorship Attribution of Late 19th Century Novels using GAN-BERT
ACL 2023
Results of WMT23 Metrics Shared Task: Metrics Might Be Guilty but References Are Not Innocent
EMNLP 2023
Findings of the WMT 2022 Shared Task on Quality Estimation
EMNLP 2022
Knowledge Distillation for Quality Estimation
IJCNLP 2021
Knowledge Distillation for Quality Estimation
ACL 2021
Backtranslation Feedback Improves User Confidence in MT, Not Quality
NAACL 2021
deepQuest-py: Large and Distilled Models for Quality Estimation
EMNLP 2021
Pushing the Right Buttons: Adversarial Evaluation of Quality Estimation
EMNLP 2021
Findings of the WMT 2021 Shared Task on Quality Estimation
EMNLP 2021
An Exploratory Study on Multilingual Quality Estimation
AACL 2020
Multimodal Quality Estimation for Machine Translation
ACL 2020
Findings of the WMT 2020 Shared Task on Quality Estimation
EMNLP 2020
BERGAMOT-LATTE Submissions for the WMT20 Quality Estimation Shared Task
EMNLP 2020
deepQuest: A Framework for Neural-based Quality Estimation
COLING 2018
Findings of the WMT 2018 Shared Task on Quality Estimation
EMNLP 2018
Sheffield Submissions for the WMT18 Quality Estimation Shared Task
EMNLP 2018
USFD at SemEval-2016 Task 1: Putting different State-of-the-Arts into a Box
SEMEVAL 2016
Continuous Adaptation to User Feedback for Statistical Machine Translation
NAACL 2015
The MateCat Tool
COLING 2014
Collaborative Machine Translation Service for Scientific texts
EACL 2012