visual Sudokulong-horizon reasoningpublished Oct 13, 2026 · arXiv:2610.13184
AdaC-GRPO: Towards Mastering Long-Horizon Visual Sudoku Puzzles via Adaptive Curriculum Learning
multimodal reasoningsymbolic perceptionpublished Sep 11, 2026 · arXiv:2609.10335
From Symbolic Perception to Logical Deduction: A Framework for Guiding Language Models in Geometric Reasoning
LLM-as-a-judge reliabilityagentic tool callingpublished Aug 28, 2026 · arXiv:2608.26623
AgentJudgeBench: A Multi-Difficulty Benchmark for Evaluating LLM Judges on Agentic Tool-Calling
LLM agentsworkflow verificationpublished Aug 21, 2026 · arXiv:2608.19861
PolicyGuide: From Guarding One Action to Guiding the Whole Workflow for Policy-Compliant LLM Agents
multimodal machine learningcross-modal causal reasoningpublished Aug 18, 2026 · arXiv:2608.14558
The Unwritten Benchmark: A New Challenge for Multimodal Machine Learning in Abstract Perceptual Reasoning
logic synthesislarge language model agentspublished Aug 18, 2026 · arXiv:2608.14579
SKILL: Self-correcting Knowledge-guided Iterative Large Language Model Agent for Logic Optimization
