Thomas Bauwens
6 papers · 2024–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(13)
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Hot Topic Early Bird
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The Questioner
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Research topics
Machine Learning
(5)
Core Methods
(5)
Natural Language Processing
(4)
Deep Learning
(3)
Learning Types · Machine Learning
(3)
Resources & Methods
(3)
Generation
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Interdisciplinary
(1)
Architectures
(1)
Core AI · Artificial Intelligence
(1)
Core AI · Computer Vision
(1)
Keywords
subword tokenization
(2)
causal language modeling
(2)
morphological complexity
(2)
language model
(2)
text representation
(1)
linguistic knowledge
(1)
markov chain monte carlo
(1)
markov model
(1)
pre-trained language model
(1)
perplexity analysis
(1)
confounding factor
(1)
morphological analysis
(1)
byte pair encoding
(1)
visual capability
(1)
subword tokenisation
(1)
path counting
(1)
morphological alignment
(1)
semantic abstraction
(1)
intrinsic evaluation
(1)
subword regularization
(1)
Papers
ReBPE: Iteratively Improving the Internal Structure of a Structured Tokeniser by Mining its Internal Structure
EACL 2026
Confounding Factors in Relating Model Performance to Morphology
EMNLP 2025
GRaMPa: Subword Regularisation by Skewing Uniform Segmentation Distributions with an Efficient Path-counting Markov Model
ACL 2025
How Can We Relate Language Modeling to Morphology?
EMNLP 2025
BPE-knockout: Pruning Pre-existing BPE Tokenisers with Backwards-compatible Morphological Semi-supervision
NAACL 2024
Pixology: Probing the Linguistic and Visual Capabilities of Pixel-based Language Models
EMNLP 2024