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Characterizing the Expressivity of Transformer Language Models

Characterizing the Expressivity of Transformer Language Models

29 May 2025
Jiaoda Li
Ryan Cotterell
ArXiv (abs)PDFHTML

Papers citing "Characterizing the Expressivity of Transformer Language Models"

4 / 4 papers shown
Title
Knee-Deep in C-RASP: A Transformer Depth Hierarchy
Knee-Deep in C-RASP: A Transformer Depth Hierarchy
Andy Yang
Michaël Cadilhac
David Chiang
32
0
0
19 Jun 2025
Unique Hard Attention: A Tale of Two Sides
Unique Hard Attention: A Tale of Two Sides
Selim Jerad
Anej Svete
Jiaoda Li
Ryan Cotterell
103
0
0
18 Mar 2025
Training Neural Networks as Recognizers of Formal Languages
Training Neural Networks as Recognizers of Formal Languages
Alexandra Butoi
Ghazal Khalighinejad
Anej Svete
Josef Valvoda
Ryan Cotterell
Brian DuSell
NAI
133
7
0
11 Nov 2024
On the Representational Capacity of Neural Language Models with Chain-of-Thought Reasoning
On the Representational Capacity of Neural Language Models with Chain-of-Thought Reasoning
Franz Nowak
Anej Svete
Alexandra Butoi
Ryan Cotterell
ReLMLRM
126
17
0
20 Jun 2024
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