Stefano Perrella
9 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (14) 👥 Mega-Team · Squad ❓ The Questioner
⚡
Prolific Year · Productive
Venues
Top co-authors
Research topics
Natural Language Processing
(9)
Machine Learning
(8)
Applications
(8)
Learning Types · Machine Learning
(6)
Resources & Methods
(3)
Deep Learning
(2)
Core Methods
(2)
Understanding
(2)
Artificial Intelligence
(1)
Interdisciplinary
(1)
Application Areas
(1)
Core AI
(1)
Learning Types · Deep Learning
(1)
Linguistics
(1)
Models
(1)
Keywords
machine translation
(8)
metric evaluation
(2)
translation quality
(2)
human evaluation
(2)
evaluation metric
(2)
quality estimation
(2)
multilingual processing
(1)
document-level translation
(1)
multilingual nlp
(1)
language model
(1)
pre-trained language model
(1)
reference-free evaluation
(1)
reasoning evaluation
(1)
semantic analysis
(1)
human correlation
(1)
neural metric
(1)
sequence tagging
(1)
metric correlation
(1)
multilingual benchmark
(1)
word sense disambiguation
(1)
Papers
ConLoan: A Contrastive Multilingual Dataset for Evaluating Loanwords
ACL 2025
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
Analyzing Homonymy Disambiguation Capabilities of Pretrained Language Models
COLING 2024
Beyond Correlation: Interpretable Evaluation of Machine Translation Metrics
EMNLP 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