2 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.CL2025★ 2 cited
Can structural correspondences ground real world representational content in Large Language Models?
Iwan Williams
Large Language Models (LLMs) such as GPT-4 produce compelling responses to a wide range of prompts. But their representational capacities are uncertain. Many LLMs have no direct co…
cs.CL2025
Mechanistic Interpretability Needs Philosophy
Iwan Williams, Ninell Oldenburg, Ruchira Dhar +6
Mechanistic interpretability (MI) aims to explain how neural networks work by uncovering their underlying mechanisms. As the field grows in influence, it is increasingly important…