Jean-Baptiste dlb
Alt Text for Academic Figures
2026A vision-language pipeline that generates descriptive alt text for figures in academic manuscripts, improving accessibility of scholarly content for screen-reader users.
Research integrity · applied ML
Jean-Baptiste de la Broise
Catching fraudulent papers and rethinking academic processes in the age of AI empowered Humans.
What I do
Research integrity
Catching fraudulent papers, AI-generated content, and citation manipulation—and building tools like Cite Lens to support editorial screening.
NLP & retrieval
Embedding-based recommendation and retrieval over the scholarly literature, from domain-specific pretraining to reviewer and journal matching.
LLM infrastructure
Deploying and serving on-premise LLMs at scale—up to 72B parameters—powering RAG pipelines and internal tooling company-wide.
Selected work
View all projectsLatest publication
View all papersCite Lens: An AI Tool for Detecting Out-of-Scope and Out-of-Context Citations
2026Book chapter
Introduces Cite Lens, an embedding-similarity tool for detecting problematic citation behavior—either misalignment between an article and its references, or between a reference and its citing paragraph. We analyze citation patterns across publishers and topics and show how this approach supports editorial screening against unethical or manipulative citations.