Does learning the right latent variables necessarily improve in-context
learning?

Does learning the right latent variables necessarily improve in-context learning?

29 May 2024

Sangnie Bhardwaj

Guillaume Lajoie

Papers citing "Does learning the right latent variables necessarily improve in-context learning?"

6 / 6 papers shown

Title
Amortized Probabilistic Conditioning for Optimization, Simulation and Inference Paul E. Chang Nasrulloh Loka Daolang Huang Ulpu Remes Samuel Kaski Luigi Acerbi AI4CE 41 4 0 20 Oct 2024
In-context learning and Occam's razor Eric Elmoznino Tom Marty Tejas Kasetty Léo Gagnon Sarthak Mittal Mahan Fathi Dhanya Sridhar Guillaume Lajoie 32 1 0 17 Oct 2024
What needs to go right for an induction head? A mechanistic study of in-context learning circuits and their formation Aaditya K. Singh Ted Moskovitz Felix Hill Stephanie C. Y. Chan Andrew M. Saxe AI4CE 42 24 0 10 Apr 2024
Finding Alignments Between Interpretable Causal Variables and Distributed Neural Representations Atticus Geiger Zhengxuan Wu Christopher Potts Thomas F. Icard Noah D. Goodman CML 73 98 0 05 Mar 2023
Compositional Score Modeling for Simulation-based Inference Tomas Geffner George Papamakarios A. Mnih 60 24 0 28 Sep 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 240 453 0 24 Sep 2022