Search Results for author: Hugo Fry

Found 2 papers, 1 papers with code

An X-Ray Is Worth 15 Features: Sparse Autoencoders for Interpretable Radiology Report Generation

no code implementations4 Oct 2024 Ahmed Abdulaal, Hugo Fry, Nina Montaña-Brown, Ayodeji Ijishakin, Jack Gao, Stephanie Hyland, Daniel C. Alexander, Daniel C. Castro

Using an off-the-shelf language model, we distil ground-truth reports into radiological descriptions for each SAE feature, which we then compile into a full report for each image, eliminating the need for fine-tuning large models for this task.

Language Modelling Multimodal Reasoning

Comparing Optimization Targets for Contrast-Consistent Search

1 code implementation1 Nov 2023 Hugo Fry, Seamus Fallows, Ian Fan, Jamie Wright, Nandi Schoots

We investigate the optimization target of Contrast-Consistent Search (CCS), which aims to recover the internal representations of truth of a large language model.

Language Modeling Language Modelling +1

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