Thomas Lavergne
12 papers · 2009–2026 · 5 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Full 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (33)
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Century Club · Bronze
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Renaissance Researcher
(6)
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(60)
Venues
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Research topics
Machine Learning
(8)
Natural Language Processing
(8)
Artificial Intelligence
(4)
Resources & Methods
(4)
Understanding
(4)
Applications
(3)
Core AI
(3)
Core Methods
(3)
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(3)
Deep Learning
(2)
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(2)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Keywords
named entity recognition
(4)
word embedding
(4)
domain adaptation
(3)
contextual embedding
(2)
text classification
(1)
feature selection
(1)
few-shot learning
(1)
relation extraction
(1)
sequence labeling
(1)
prompt engineering
(1)
in-context learning
(1)
text generation
(1)
multi-label classification
(1)
computational linguistics
(1)
synthetic data generation
(1)
computational complexity
(1)
graph embedding
(1)
vector space
(1)
semantic similarity
(1)
self-supervised learning
(1)
Papers
Diversity patterns run deep: Impact of diversity intake on multiword expression identification
EACL 2026
Leveraging External Knowledge Bases: Analyzing Presentation Methods and Their Impact on Model Performance
NAACL 2025
A Dataset for Pharmacovigilance in German, French, and Japanese: Annotating Adverse Drug Reactions across Languages
COLING 2024
Vector Spaces for Quantifying Disparity of Multiword Expressions in Annotated Text
ACL 2024
Generating unlabelled data for a tri-training approach in a low resourced NER task
NAACL 2022
Specializing Static and Contextual Embeddings in the Medical Domain Using Knowledge Graphs: Let’s Keep It Simple
EMNLP 2022
Differential Evaluation: a Qualitative Analysis of Natural Language Processing System Behavior Based Upon Data Resistance to Processing
EMNLP 2021
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
Learning the Structure of Variable-Order CRFs: a finite-state perspective
EMNLP 2017
Practical Very Large Scale CRFs
ACL 2010
Introduction of a new paraphrase generation tool based on Monte-Carlo sampling
ACL 2009