Javier Fumanal-Idocin

School of Computer Science and Electronic Engineering University of Essex,Colchester,United Kingdom

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Publication activitypapers/week, last 8 weeks

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Interpretability & Mechanistic Interp (1)Multimodal Models (1)Natural Language Processing (1)

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Mohammadreza Jamalifard (1)Javier Andreu-Perez (1)

Papers (1)

Mar 12, 2026

School of Computer Science and Electronic Engineering University of Essex4d ago

Interpreting Contrastive Embeddings in Specific Domains with Fuzzy Rules

Fuzzy rules reveal how CLIP encodes domain-specific features in clinical reports and film reviews, offering a peek inside the black box of multimodal embeddings.

Javier Fumanal-Idocin, Mohammadreza Jamalifard, Javier Andreu-Perez

Interpretability & Mechanistic Interp Multimodal Models Natural Language Processing

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Javier Fumanal-Idocin

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)