Lorenzo Proietti
9 papers · 2022–2026 · 3 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🗺️ Taxonomy Completionist (14) 🐝 Cross-Pollinator (9)
👥
Mega-Team
(29)
❓
The Questioner
Conferences
EMNLP (5)
ACL (3)
COLING (1)
Top co-authors
Keywords
machine translation
(8)
evaluation metric
(3)
quality estimation
(3)
metric evaluation
(2)
human evaluation
(2)
translation quality
(2)
reference-free evaluation
(1)
reasoning evaluation
(1)
pretrained language model
(1)
neural metric
(1)
human correlation
(1)
metric correlation
(1)
minimum bayes risk decoding
(1)
multilingual benchmark
(1)
benchmark construction
(1)
human parity
(1)
automatic metric
(1)
linguistic reasoning
(1)
cross-lingual summarization
(1)
difficulty estimation
(1)
Papers
PEAR: Pairwise Evaluation for Automatic Relative Scoring in Machine Translation
ACL 2026
Estimating Machine Translation Difficulty
EMNLP 2025
Findings of the WMT25 General Machine Translation Shared Task: Time to Stop Evaluating on Easy Test Sets
EMNLP 2025
Findings of the WMT25 Multilingual Instruction Shared Task: Persistent Hurdles in Reasoning, Generation, and Evaluation
EMNLP 2025
Has Machine Translation Evaluation Achieved Human Parity? The Human Reference and the Limits of Progress
ACL 2025
Beyond Correlation: Interpretable Evaluation of Machine Translation Metrics
EMNLP 2024
Analyzing Homonymy Disambiguation Capabilities of Pretrained Language Models
COLING 2024
Guardians of the Machine Translation Meta-Evaluation: Sentinel Metrics Fall In!
ACL 2024
MaTESe: Machine Translation Evaluation as a Sequence Tagging Problem
EMNLP 2022