Computer Science - Artificial Intelligence

SeePhys: Does Seeing Help Thinking? -- Benchmarking Vision-Based Physics Reasoning
We present SEEPHYS, a large-scale multimodal benchmark for LLM reasoning grounded in physics questions ranging from middle school to …
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LEXam: Benchmarking Legal Reasoning on 340 Law Exams
Long-form legal reasoning remains a key challenge for large language models (LLMs) in spite of recent advances in test-time scaling. We …
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ORMind: A Cognitive-Inspired End-to-End Reasoning Framework for Operations Research
Operations research (OR) is widely deployed to solve critical decision-making problems with complex objectives and constraints, …
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TreeRPO: Tree Relative Policy Optimization
Large Language Models (LLMs) have shown remarkable reasoning capabilities through Reinforcement Learning with Verifiable Rewards (RLVR) …
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