Sony Trenous
5 papers · 2022–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (13) π§ Keyword Pioneer
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Cross-Pollinator
(14)
Conferences
EMNLP (2)
NAACL (2)
ACL (1)
Top co-authors
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 datum
(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