Relational Composition in Neural Networks: A Survey and Call to Action

19 July 2024

Papers citing "Relational Composition in Neural Networks: A Survey and Call to Action"

5 / 5 papers shown

Title
Universal Sparse Autoencoders: Interpretable Cross-Model Concept Alignment Harrish Thasarathan Julian Forsyth Thomas Fel M. Kowal Konstantinos G. Derpanis 81 7 0 06 Feb 2025
Talking Heads: Understanding Inter-layer Communication in Transformer Language Models Jack Merullo Carsten Eickhoff Ellie Pavlick 38 2 0 13 Jun 2024
The Geometry of Truth: Emergent Linear Structure in Large Language Model Representations of True/False Datasets Samuel Marks Max Tegmark HILM 91 164 0 10 Oct 2023
Toy Models of Superposition Nelson Elhage Tristan Hume Catherine Olsson Nicholas Schiefer T. Henighan ... Sam McCandlish Jared Kaplan Dario Amodei Martin Wattenberg C. Olah AAML MILM 117 314 0 21 Sep 2022
Compositionality as Lexical Symmetry Ekin Akyürek Jacob Andreas CoGe 36 8 0 30 Jan 2022