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2406.02585
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Contextual Counting: A Mechanistic Study of Transformers on a Quantitative Task
30 May 2024
Siavash Golkar
Alberto Bietti
Mariel Pettee
Michael Eickenberg
M. Cranmer
Keiya Hirashima
G. Krawezik
Nicholas Lourie
Michael McCabe
Rudy Morel
Ruben Ohana
Liam Parker
Bruno Régaldo-Saint Blancard
Kyunghyun Cho
Shirley Ho
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Papers citing
"Contextual Counting: A Mechanistic Study of Transformers on a Quantitative Task"
5 / 5 papers shown
Title
More Expressive Attention with Negative Weights
Ang Lv
Ruobing Xie
Shuaipeng Li
Jiayi Liao
X. Sun
Zhanhui Kang
Di Wang
Rui Yan
30
0
0
11 Nov 2024
Dissecting Recall of Factual Associations in Auto-Regressive Language Models
Mor Geva
Jasmijn Bastings
Katja Filippova
Amir Globerson
KELM
189
260
0
28 Apr 2023
How Do Transformers Learn Topic Structure: Towards a Mechanistic Understanding
Yuchen Li
Yuan-Fang Li
Andrej Risteski
98
61
0
07 Mar 2023
Interpretability in the Wild: a Circuit for Indirect Object Identification in GPT-2 small
Kevin Wang
Alexandre Variengien
Arthur Conmy
Buck Shlegeris
Jacob Steinhardt
210
486
0
01 Nov 2022
Train Short, Test Long: Attention with Linear Biases Enables Input Length Extrapolation
Ofir Press
Noah A. Smith
M. Lewis
234
690
0
27 Aug 2021
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