Marco Cognetta
8 papers · 2018–2025 · 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.
Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(22)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Natural Language Processing
(8)
Resources & Methods
(6)
Machine Learning
(4)
Deep Learning
(3)
Mathematics & Optimization
(3)
Applications
(3)
Core Methods
(3)
Mathematics
(3)
Architectures
(2)
Generation
(2)
Learning Types
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Bayesian & Probabilistic
(1)
Core AI
(1)
Keywords
byte pair encoding
(4)
probabilistic finite automata
(2)
infix probability
(2)
subword tokenization
(2)
korean language
(2)
machine translation
(2)
neural machine translation
(2)
uniform sampling
(1)
parameter efficiency
(1)
deep learning
(1)
probabilistic context-free grammar
(1)
deep neural network
(1)
morphological analysis
(1)
low-resource translation
(1)
text representation
(1)
semantic equivalence
(1)
context-free grammar
(1)
streaming algorithm
(1)
tokenizer evaluation
(1)
character-level language modeling
(1)
Papers
Jamo-Level Subword Tokenization in Low-Resource Korean Machine Translation
NAACL 2025
An Analysis of BPE Vocabulary Trimming in Neural Machine Translation
NAACL 2024
Distributional Properties of Subword Regularization
EMNLP 2024
Two Counterexamples to Tokenization and the Noiseless Channel
COLING 2024
Parameter-Efficient Korean Character-Level Language Modeling
EACL 2023
Online Infix Probability Computation for Probabilistic Finite Automata
ACL 2019
SoftRegex: Generating Regex from Natural Language Descriptions using Softened Regex Equivalence
EMNLP 2019
Incremental Computation of Infix Probabilities for Probabilistic Finite Automata
EMNLP 2018