…While recent invariant learning strategies and architectural advances have achieved strong performance, explicitly discovering a structured domain-invariant subspace through second-order statistics remains underexplored. In this work, we propose CPCANet, a…
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…While previous scientific claim verification datasets have been limited in size and scope, NSF-SciFy represents a significant advance with 2.8 million claims from 400,000 abstracts spanning all science and…
…AI-generated summary Reinforcement learning with verifiable rewards, particularly Group Relative Policy Optimization (GRPO), has significantly advanced the reasoning capabilities of Large Language Models (LLMs). However, in complex tasks, GRPO frequently suffers…
…This is an automated message from the Librarian Bot . I found the following papers similar to this paper. The following papers were recommended by the Semantic Scholar API Conditional Diffusion Sampling (2026…
…AI-generated summary Recent progress in reasoning models has substantially advanced long-horizon mathematical and scientific problem solving , with several systems now reaching gold-medal-level performance on International Mathematical Olympiad (IMO…
…View arXiv page View PDF Project page Add to collection Community This is an automated message from the Librarian Bot . I found the following papers similar to this paper. The following papers…
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