Clément Christophe
4 papers · 2021–2026 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(17)
Top co-authors
Research topics
Natural Language Processing
(4)
Machine Learning
(3)
Applications
(3)
Resources & Methods
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Healthcare & Medicine
(2)
Clinical
(2)
Learning Types
(2)
Application Areas
(1)
Core AI
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms
(1)
Optimization & Theory
(1)
Keywords
representation learning
(1)
domain adaptation
(1)
embedding space
(1)
geometric analysis
(1)
prompt engineering
(1)
instruction fine-tuning
(1)
bias analysis
(1)
healthcare application
(1)
reference-free evaluation
(1)
medical domain
(1)
word embedding
(1)
demographic bia
(1)
text-to-text generation
(1)
continuous pretraining
(1)
language evolution
(1)
semantic fidelity
(1)
large language model
(1)
information fidelity
(1)
embedding geometry
(1)
dataset transparency
(1)
Papers
Cross-Examination Framework: A Task-Agnostic Diagnostic for Information Fidelity in Text-to-Text Generation
ACL 2026
Building Trust in Clinical LLMs: Bias Analysis and Dataset Transparency
EMNLP 2025
Beyond Fine-tuning: Unleashing the Potential of Continuous Pretraining for Clinical LLMs.
EMNLP 2024
Monitoring geometrical properties of word embeddings for detecting the emergence of new topics.
EMNLP 2021