Mathieu Constant
10 papers · 2019–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (5) π Academic Marathon (6)
π
Renaissance Researcher
(7)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(21)
π
Century Club
(10)
β
The Questioner
(3)
Conferences
ACL (4)
COLING (3)
EMNLP (1)
NAACL (1)
SEMEVAL (1)
Top co-authors
Keywords
semantic representation
(2)
word embedding
(2)
lexical complexity
(2)
benchmark evaluation
(1)
word sense disambiguation
(1)
lexical semantics
(1)
multilingual nlp
(1)
uncertainty estimation
(1)
paraphrase generation
(1)
definition modeling
(1)
deep learning
(1)
graph embedding
(1)
knowledge graph
(1)
recurrent neural network
(1)
hallucination mitigation
(1)
language model
(1)
domain adaptation
(1)
retrieval-augmented generation
(1)
pretrained language model
(1)
link prediction
(1)
Papers
How Do Large Language Models Evaluate Lexical Complexity?
EMNLP 2025
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
Beyond Model Performance: Can Link Prediction Enrich French Lexical Graphs?
COLING 2024
βMannβ is to βDonnaβ asγε½ηγis to Β« Reine Β» Adapting the Analogy Task for Multilingual and Contextual Embeddings
ACL 2023
Semeval-2022 Task 1: CODWOE β Comparing Dictionaries and Word Embeddings
SEMEVAL 2022
Word Sense Disambiguation of French Lexicographical Examples Using Lexical Networks
COLING 2022
Semeval-2022 Task 1: CODWOE β Comparing Dictionaries and Word Embeddings
NAACL 2022
Neural Lemmatization of Multiword Expressions
ACL 2019