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"

10 / 10 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 135 1 0 28 Apr 2025
Decoupling the components of geometric understanding in Vision Language Models Eliza Kosoy Annya Dahmani Andrew Kyle Lampinen Iulia Comsa Soojin Jeong Ishita Dasgupta Kelsey Allen VLM 43 1 0 05 Mar 2025
Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning Yibo Yan Shen Wang Jiahao Huo Jingheng Ye Zhendong Chu Xuming Hu Philip S. Yu Carla P. Gomes B. Selman Qingsong Wen LRM 127 9 0 05 Feb 2025
R-CoT: Reverse Chain-of-Thought Problem Generation for Geometric Reasoning in Large Multimodal Models Linger Deng Yuliang Liu Bohan Li Dongliang Luo Liang Wu ... Ziyang Zhang Gang Zhang Errui Ding Yingying Zhu Xiang Bai ReLM 3DV LRM 26 10 0 23 Oct 2024
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 36 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 232 1,734 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 53 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 240 2,479 0 06 Oct 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 316 4,097 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 358 8,495 0 28 Jan 2022