Mathieu Constant
9 papers · 2019–2025 · 4 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (20) 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver
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Renaissance Researcher
(5)
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The Questioner
(3)
Venues
Top co-authors
Research topics
Natural Language Processing
(8)
Machine Learning
(5)
Applications
(4)
Resources & Methods
(3)
Deep Learning
(2)
Application Areas
(2)
Core Methods
(2)
Artificial Intelligence
(1)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Architectures
(1)
Clinical
(1)
Core AI
(1)
Generation
(1)
Keywords
lexical complexity
(2)
domain adaptation
(1)
semantic representation
(1)
word sense disambiguation
(1)
lexical semantics
(1)
recurrent neural network
(1)
multilingual nlp
(1)
paraphrase generation
(1)
definition modeling
(1)
deep learning
(1)
graph embedding
(1)
knowledge graph
(1)
benchmark evaluation
(1)
language model
(1)
hallucination mitigation
(1)
uncertainty estimation
(1)
pre-trained language model
(1)
retrieval-augmented generation
(1)
word embedding
(1)
link prediction
(1)
Papers
How Do Large Language Models Evaluate Lexical Complexity?
EMNLP 2025
Beyond Model Performance: Can Link Prediction Enrich French Lexical Graphs?
COLING 2024
Complex Word Identification: A Comparative Study between ChatGPT and a Dedicated Model for This Task
COLING 2024
Domain-specific or Uncertainty-aware models: Does it really make a difference for biomedical text classification?
ACL 2024
Retrieve, Generate, Evaluate: A Case Study for Medical Paraphrases Generation with Small Language Models
ACL 2024
„Mann“ is to “Donna” as「国王」is to « Reine » Adapting the Analogy Task for Multilingual and Contextual Embeddings
ACL 2023
Semeval-2022 Task 1: CODWOE – Comparing Dictionaries and Word Embeddings
SemEval 2022
Word Sense Disambiguation of French Lexicographical Examples Using Lexical Networks
COLING 2022
Neural Lemmatization of Multiword Expressions
ACL 2019