Luca Malagutti
5 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(13)
Top co-authors
Research topics
Machine Learning
(3)
Natural Language Processing
(3)
Optimization & Theory
(3)
Deep Learning
(2)
Generation
(2)
Resources & Methods
(2)
Artificial Intelligence
(1)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Core AI
(1)
Learning Types
(1)
Linguistics
(1)
Models
(1)
Optimization
(1)
Techniques
(1)
Keywords
language model
(3)
text generation
(2)
label smoothing
(1)
probability distribution
(1)
beam search
(1)
stochastic method
(1)
statistical estimator
(1)
character-level model
(1)
neural language model
(1)
controlled generation
(1)
nucleus sampling
(1)
character-level language model
(1)
top-k sampling
(1)
computational psycholinguistics
(1)
n-gram smoothing
(1)
stochastic map
(1)
focal area
(1)
sampling adapter
(1)
sampling strategy
(1)
tokenizer model
(1)
Papers
The Foundations of Tokenization: Statistical and Computational Concerns
ICLR 2025
On the Proper Treatment of Tokenization in Psycholinguistics
EMNLP 2024
The Role of n-gram Smoothing in the Age of Neural Networks
NAACL 2024
Generating Text from Language Models
ACL 2023
On the Efficacy of Sampling Adapters
ACL 2023