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20232026
most citedWhat Do VLMs NOTICE? A Mechanistic Interpretability Pipeline for Gaussian-Noise-free Text-Image Corruption and Evaluation

2 citations · 3 across the 7 of their papers we have counts for

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cs.IR2025

Pathway to Relevance: How Cross-Encoders Implement a Semantic Variant of BM25

Meng Lu, Catherine Chen, Carsten Eickhoff

Mechanistic interpretation has greatly contributed to a more detailed understanding of generative language models, enabling significant progress in identifying structures that impl…

cs.IR2025★ 1 cited

MechIR: A Mechanistic Interpretability Framework for Information Retrieval

Andrew Parry, Catherine Chen, Carsten Eickhoff +1

Mechanistic interpretability is an emerging diagnostic approach for neural models that has gained traction in broader natural language processing domains. This paradigm aims to pro…