Giovanni Puccetti
11 papers · 2021–2026 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
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Research topics
Natural Language Processing
(10)
Artificial Intelligence
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Machine Learning
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Applications
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Resources & Methods
(5)
Learning Types · Machine Learning
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Deep Learning
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Learning Types · Deep Learning
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Interdisciplinary
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Mathematics & Optimization
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Keywords
machine-generated text detection
(4)
text classification
(4)
large language model
(3)
binary classification
(3)
machine-generated text
(2)
multilingual nlp
(2)
language model
(2)
multilingual detection
(2)
direct preference optimization
(1)
multilingual processing
(1)
adversarial learning
(1)
corpus linguistics
(1)
authorship attribution
(1)
historical linguistics
(1)
cultural nuance
(1)
ai-generated content
(1)
human detection
(1)
performance evaluation
(1)
adversarial attack
(1)
token efficiency
(1)
Papers
Is Human-Like Text Liked by Humans? Multilingual Human Detection and Preference Against AI
ACL 2026
DIACU: A dataset for the DIAchronic analysis of Church Slavonic
ACL 2025
GenAI Content Detection Task 1: English and Multilingual Machine-Generated Text Detection: AI vs. Human
COLING 2025
Optimizing LLMs for Italian: Reducing Token Fertility and Enhancing Efficiency Through Vocabulary Adaptation
NAACL 2025
Stress-testing Machine Generated Text Detection: Shifting Language Models Writing Style to Fool Detectors
ACL 2025
The Invalsi Benchmarks: measuring the Linguistic and Mathematical understanding of Large Language Models in Italian
COLING 2025
AI ‘News’ Content Farms Are Easy to Make and Hard to Detect: A Case Study in Italian
ACL 2024
M4GT-Bench: Evaluation Benchmark for Black-Box Machine-Generated Text Detection
ACL 2024
SemEval-2024 Task 8: Multidomain, Multimodel and Multilingual Machine-Generated Text Detection
SemEval 2024
Outlier Dimensions that Disrupt Transformers are Driven by Frequency
EMNLP 2022
How Do BERT Embeddings Organize Linguistic Knowledge?
NAACL 2021