Olivier Ferret
32 papers · 2002–2026 · 9 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (44) 🏃 Academic Marathon · Ultra 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Keyword Pioneer
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Keyword Champion
(2)
🌈
Renaissance Researcher
(5)
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Unstoppable · Bronze
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The Questioner
(2)
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Prolific Year · Productive
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Century Club · Bronze
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Keyword Collector
(86)
Top co-authors
Research topics
Natural Language Processing
(14)
Machine Learning
(9)
Artificial Intelligence
(7)
Deep Learning
(7)
Application Areas
(6)
Resources & Methods
(6)
Understanding
(6)
Core AI
(5)
Generation
(5)
Applications
(4)
Computer Vision
(3)
Core Methods
(3)
Learning Types
(3)
Healthcare & Medicine
(2)
Architectures
(2)
Keywords
word embedding
(6)
named entity recognition
(5)
language model
(3)
text-to-image generation
(2)
clinical case generation
(2)
multilingual nlp
(2)
temporal relation extraction
(2)
biomedical text
(2)
synthetic text generation
(2)
contextual embedding
(2)
semantic similarity
(2)
domain adaptation
(2)
graph embedding
(2)
text generation
(2)
synonym extraction
(2)
self-supervised learning
(1)
extractive summarization
(1)
question answering
(1)
visual question answering
(1)
few-shot learning
(1)
Papers
SAGA: Learning Signal-Aligned Distributions for Improved Text-to-Image Generation
AAAI 2026
“Women do not have heart attacks!” Gender Biases in Automatically Generated Clinical Cases in French
NAACL 2025
Few-Shot Event Argument Extraction Based on a Meta-Learning Approach
NAACL 2024
Hostomytho: A GWAP for Synthetic Clinical Texts Evaluation and Annotation
COLING 2024
Language Models and Semantic Relations: A Dual Relationship
COLING 2024
Multi-Level Information Retrieval Augmented Generation for Knowledge-based Visual Question Answering
EMNLP 2024
TIAM - A Metric for Evaluating Alignment in Text-to-Image Generation
WACV 2024
Using Structured Health Information for Controlled Generation of Clinical Cases in French
NAACL 2024
Can Synthetic Text Help Clinical Named Entity Recognition? A Study of Electronic Health Records in French
EACL 2023
MEERQAT-IRIT at SemEval-2023 Task 2: Leveraging Contextualized Tag Descriptors for Multilingual Named Entity Recognition
SemEval 2023
Can We Guide a Multi-Hop Reasoning Language Model to Incrementally Learn at Each Single-Hop?
COLING 2022
Specializing Static and Contextual Embeddings in the Medical Domain Using Knowledge Graphs: Let’s Keep It Simple
EMNLP 2022
CharacterBERT: Reconciling ELMo and BERT for Word-Level Open-Vocabulary Representations From Characters
COLING 2020
Embedding Strategies for Specialized Domains: Application to Clinical Entity Recognition
ACL 2019
Evaluation of a Sequence Tagging Tool for Biomedical Texts
EMNLP 2018
Using pseudo-senses for improving the extraction of synonyms from word embeddings
ACL 2018
LIMSI-COT at SemEval-2017 Task 12: Neural Architecture for Temporal Information Extraction from Clinical Narratives
SemEval 2017
Neural Architecture for Temporal Relation Extraction: A Bi-LSTM Approach for Detecting Narrative Containers
ACL 2017
Taking into account Inter-sentence Similarity for Update Summarization
IJCNLP 2017
Temporal information extraction from clinical text
EACL 2017
Turning Distributional Thesauri into Word Vectors for Synonym Extraction and Expansion
IJCNLP 2017
LIMSI-COT at SemEval-2016 Task 12: Temporal relation identification using a pipeline of classifiers
SemEval 2016
Early and Late Combinations of Criteria for Reranking Distributional Thesauri
ACL 2015
Generative Event Schema Induction with Entity Disambiguation
ACL 2015
Event Role Extraction using Domain-Relevant Word Representations
EMNLP 2014
Improving distributional thesauri by exploring the graph of neighbors
COLING 2014
Identifying Bad Semantic Neighbors for Improving Distributional Thesauri
ACL 2013
Text Segmentation and Graph-based Method for Template Filling in Information Extraction
IJCNLP 2011
Finding document topics for improving topic segmentation
ACL 2007
Enhancing Electronic Dictionaries with an Index Based on Associations
ACL 2006
Discovering word senses from a network of lexical cooccurrences
COLING 2004
Using Collocations for Topic Segmentation and Link Detection
COLING 2002