Stefano Perrella

sted19

·

AI & ML interests

Natural Language Processing, Machine Translation, Machine Translation Evaluation

Recent Activity

liked a dataset 11 days ago

Prosho/pear-data

liked a model 28 days ago

liked a model 28 days ago

View all activity

Organizations

upvoted a paper 28 days ago

PEAR: Pairwise Evaluation for Automatic Relative Scoring in Machine Translation

Paper • 2601.18006 • Published May 27 • 4

upvoted a collection 28 days ago

🍐PEAR

Paper, models, and data for 🍐PEAR, a reference-free pairwise MT evaluation model presented at ACL 2026. • 4 items • Updated 6 days ago • 6

upvoted an article about 1 month ago

Article

What's Automatic Differentiation?

andmholm

•

Mar 19, 2024

• 31

upvoted a collection about 2 months ago

ClaimExtractor-2605

Extract claims and intents from conversations • 7 items • Updated Jun 14 • 8

upvoted a paper 11 months ago

Estimating Machine Translation Difficulty

Paper • 2508.10175 • Published Aug 13, 2025 • 3

upvoted a collection about 1 year ago

Translation Difficulty Estimators

This collection hosts the two Translation Difficulty estimators studied in the EMNLP 2025 publication https://aclanthology.org/2025.findings-emnlp. • 3 items • Updated 6 days ago • 4

upvoted a paper over 1 year ago

Optimizing LLMs for Italian: Reducing Token Fertility and Enhancing Efficiency Through Vocabulary Adaptation

Paper • 2504.17025 • Published Apr 23, 2025 • 17

upvoted a collection over 1 year ago

MT Sentinel Metrics

Machine Translation (MT) metrics designed explicitly to scrutinize the MT meta-evaluation process’s accuracy, robustness, and fairness. • 7 items • Updated Dec 4, 2024 • 7

upvoted a paper over 1 year ago

ZEBRA: Zero-Shot Example-Based Retrieval Augmentation for Commonsense Question Answering

Paper • 2410.05077 • Published Oct 7, 2024 • 5

upvoted a collection over 1 year ago

ZEBRA

Zero-Shot Example-Based Retrieval Augmentation for Commonsense Question Answering • 12 items • Updated Dec 4, 2024 • 9

upvoted a paper almost 2 years ago

Guardians of the Machine Translation Meta-Evaluation: Sentinel Metrics Fall In!

Paper • 2408.13831 • Published Aug 25, 2024 • 6