Bastien Lietard
5 papers · 2021–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (15) 🏆 Keyword Champion (2)
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The Questioner
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Research topics
Machine Learning
(4)
Core Methods
(4)
Natural Language Processing
(3)
Learning Types · Machine Learning
(3)
Artificial Intelligence
(2)
Interdisciplinary
(2)
Core AI
(2)
Linguistics
(2)
Resources & Methods
(2)
Deep Learning
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Understanding
(1)
Keywords
contextualized language model
(2)
lexical semantics
(2)
embedding learning
(2)
semantic analysis
(1)
lexical ambiguity
(1)
probing analysis
(1)
semantic similarity
(1)
language model
(1)
semantic clustering
(1)
ground truth
(1)
word embedding
(1)
word sense induction
(1)
distributional semantic model
(1)
semantic change detection
(1)
lexical semantic change
(1)
concept induction
(1)
probing classifier
(1)
geographic knowledge
(1)
language model representation
(1)
embedding geometry
(1)
Papers
CALE : Concept-Aligned Embeddings for Both Within-Lemma and Inter-Lemma Sense Differentiation
EACL 2026
Towards an Onomasiological Study of Lexical Semantic Change Through the Induction of Concepts
ACL 2024
To Word Senses and Beyond: Inducing Concepts with Contextualized Language Models
EMNLP 2024
A Tale of Two Laws of Semantic Change: Predicting Synonym Changes with Distributional Semantic Models
ACL 2023
Do Language Models Know the Way to Rome?
EMNLP 2021