Emmanuel Chemla
6 papers · 2020–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(19)
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Natural Language Processing
(4)
Core AI
(4)
Deep Learning
(3)
Core Methods
(3)
Learning Types · Deep Learning
(2)
Resources & Methods
(2)
Interdisciplinary
(1)
Speech & Audio
(1)
Analysis
(1)
Architectures
(1)
Generation
(1)
Learning Types · Machine Learning
(1)
Linguistics
(1)
Keywords
representation learning
(1)
geometric analysis
(1)
semantic analysis
(1)
bert model
(1)
neural network optimization
(1)
signaling games
(1)
minimum description length
(1)
phoneme classification
(1)
language model
(1)
learning curve
(1)
lexical knowledge
(1)
speech representation
(1)
spoken language modeling
(1)
semantic entailment
(1)
spoken language model
(1)
neural agent
(1)
syntactic relation
(1)
language emergence
(1)
context-invariant representation
(1)
perturbation function
(1)
Papers
Biasless Language Models Learn Unnaturally: How LLMs Fail to Distinguish the Possible from the Impossible
EACL 2026
A Polar coordinate system represents syntax in large language models
NeurIPS 2024
Bridging the Empirical-Theoretical Gap in Neural Network Formal Language Learning Using Minimum Description Length
ACL 2024
Improving Spoken Language Modeling with Phoneme Classification: A Simple Fine-tuning Approach
EMNLP 2024
It is a Bird Therefore it is a Robin: On BERT’s Internal Consistency Between Hypernym Knowledge and Logical Words
ACL 2023
On the Spontaneous Emergence of Discrete and Compositional Signals
ACL 2020