Weight-based Decomposition: A Case for Bilinear MLPs

6 June 2024

Papers citing "Weight-based Decomposition: A Case for Bilinear MLPs"

5 / 5 papers shown

Title
The Local Interaction Basis: Identifying Computationally-Relevant and Sparsely Interacting Features in Neural Networks Lucius Bushnaq Stefan Heimersheim Nicholas Goldowsky-Dill Dan Braun Jake Mendel Kaarel Hänni Avery Griffin Jörn Stöhler Magdalena Wache Marius Hobbhahn FAtt 20 3 0 17 May 2024
Interpretability in the Wild: a Circuit for Indirect Object Identification in GPT-2 small Kevin Wang Alexandre Variengien Arthur Conmy Buck Shlegeris Jacob Steinhardt 207 486 0 01 Nov 2022
In-context Learning and Induction Heads Catherine Olsson Nelson Elhage Neel Nanda Nicholas Joseph Nova Dassarma ... Tom B. Brown Jack Clark Jared Kaplan Sam McCandlish C. Olah 237 453 0 24 Sep 2022
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
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,435 0 26 Sep 2016