Beyond Lines and Circles: Unveiling the Geometric Reasoning Gap in Large
Language Models

Beyond Lines and Circles: Unveiling the Geometric Reasoning Gap in Large Language Models

6 February 2024

Spyridon Mouselinos

Henryk Michalewski

Mateusz Malinowski

Papers citing "Beyond Lines and Circles: Unveiling the Geometric Reasoning Gap in Large Language Models"

7 / 7 papers shown

Title
Agentic Reasoning and Tool Integration for LLMs via Reinforcement Learning Joykirat Singh Raghav Magazine Yash Pandya A. Nambi LLMAG KELM OffRL LRM 52 0 0 28 Apr 2025
The CLRS-Text Algorithmic Reasoning Language Benchmark Larisa Markeeva Sean McLeish Borja Ibarz Wilfried Bounsi Olga Kozlova Alex Vitvitskyi Charles Blundell Tom Goldstein Avi Schwarzschild Petar Veličković LRM 34 12 0 06 Jun 2024
Generative Agents: Interactive Simulacra of Human Behavior J. Park Joseph C. O'Brien Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein LM&Ro AI4CE 215 1,701 0 07 Apr 2023
A Multi-Modal Neural Geometric Solver with Textual Clauses Parsed from Diagram Ming-Liang Zhang Fei Yin Cheng-Lin Liu AI4CE 50 40 0 22 Feb 2023
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 223 2,413 0 06 Oct 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 4,048 0 24 May 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