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cs.AI2025
Visualizing Thought: Conceptual Diagrams Enable Robust Planning in LMMs
Nasim Borazjanizadeh, Roei Herzig, Eduard Oks +3
Human reasoning relies on constructing and manipulating mental models -- simplified internal representations of situations used to understand and solve problems. Conceptual diagram…
cs.AI2025
Navigating the Labyrinth: Evaluating LLMs' Ability to Reason About Search Problems
Nasim Borazjanizadeh, Roei Herzig, Trevor Darrell +2
Large Language Models (LLMs) have recently achieved impressive performance in math and reasoning benchmarks. However, they often struggle with logic problems and puzzles that are r…