Sony Trenous
5 papers · 2022–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird 🔥 Unstoppable · Bronze
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The Questioner
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Research topics
Natural Language Processing
(4)
Applications
(4)
Machine Learning
(3)
Artificial Intelligence
(1)
Deep Learning
(1)
Interdisciplinary
(1)
Application Areas
(1)
Architectures
(1)
Core AI
(1)
Generation
(1)
Learning Types
(1)
Linguistics
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Resources & Methods
(1)
Keywords
machine translation
(2)
large language model
(2)
neural machine translation
(1)
document-level translation
(1)
literary translation
(1)
iterative refinement
(1)
human judgment
(1)
benchmark dataset
(1)
supervised fine-tuning
(1)
retrieval-augmented generation
(1)
constrained decoding
(1)
inference latency
(1)
neural metric
(1)
external knowledge
(1)
vocabulary selection
(1)
parallel data
(1)
reference translation
(1)
cross-lingual retrieval
(1)
idiomatic expression
(1)
translation refinement
(1)
Papers
What Does LLM Refinement Actually Improve? A Systematic Study on Document-Level Literary Translation
ACL 2026
XRAG: Cross-lingual Retrieval-Augmented Generation
EMNLP 2025
A Preference-driven Paradigm for Enhanced Translation with Large Language Models
NAACL 2024
Trained MT Metrics Learn to Cope with Machine-translated References
EMNLP 2023
The Devil is in the Details: On the Pitfalls of Vocabulary Selection in Neural Machine Translation
NAACL 2022