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2402.05785
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Limits of Transformer Language Models on Learning to Compose Algorithms
8 February 2024
Jonathan Thomm
Aleksandar Terzić
Giacomo Camposampiero
Michael Hersche
Bernhard Schölkopf
Abbas Rahimi
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Papers citing
"Limits of Transformer Language Models on Learning to Compose Algorithms"
11 / 11 papers shown
Title
Lost in Transmission: When and Why LLMs Fail to Reason Globally
Tobias Schnabel
Kiran Tomlinson
Adith Swaminathan
Jennifer Neville
LRM
13
0
0
13 May 2025
MathGAP: Out-of-Distribution Evaluation on Problems with Arbitrarily Complex Proofs
Andreas Opedal
Haruki Shirakami
Bernhard Schölkopf
Abulhair Saparov
Mrinmaya Sachan
LRM
54
1
0
17 Feb 2025
On the Design and Analysis of LLM-Based Algorithms
Yanxi Chen
Yaliang Li
Bolin Ding
Jingren Zhou
36
4
0
20 Jul 2024
Iterated Learning Improves Compositionality in Large Vision-Language Models
Chenhao Zheng
Jieyu Zhang
Aniruddha Kembhavi
Ranjay Krishna
VLM
CoGe
41
9
0
02 Apr 2024
Abstract Visual Reasoning Enabled by Language
Giacomo Camposampiero
Loic Houmard
Benjamin Estermann
Joël Mathys
Roger Wattenhofer
LRM
31
12
0
07 Mar 2023
Compositional Semantic Parsing with Large Language Models
Andrew Drozdov
Nathanael Scharli
Ekin Akyuurek
Nathan Scales
Xinying Song
Xinyun Chen
Olivier Bousquet
Denny Zhou
ReLM
LRM
187
91
0
29 Sep 2022
Neural Networks and the Chomsky Hierarchy
Grégoire Delétang
Anian Ruoss
Jordi Grau-Moya
Tim Genewein
L. Wenliang
...
Chris Cundy
Marcus Hutter
Shane Legg
Joel Veness
Pedro A. Ortega
UQCV
94
129
0
05 Jul 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
Jason W. Wei
Xuezhi Wang
Dale Schuurmans
Maarten Bosma
Brian Ichter
F. Xia
Ed H. Chi
Quoc Le
Denny Zhou
LM&Ro
LRM
AI4CE
ReLM
315
8,261
0
28 Jan 2022
PonderNet: Learning to Ponder
Andrea Banino
Jan Balaguer
Charles Blundell
PINN
AIMat
90
80
0
12 Jul 2021
The Pile: An 800GB Dataset of Diverse Text for Language Modeling
Leo Gao
Stella Biderman
Sid Black
Laurence Golding
Travis Hoppe
...
Horace He
Anish Thite
Noa Nabeshima
Shawn Presser
Connor Leahy
AIMat
242
1,977
0
31 Dec 2020
Scaling Laws for Neural Language Models
Jared Kaplan
Sam McCandlish
T. Henighan
Tom B. Brown
B. Chess
R. Child
Scott Gray
Alec Radford
Jeff Wu
Dario Amodei
220
3,054
0
23 Jan 2020
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