arXiv Artificial IntelligenceRevisiting Reinforcement Learning with Verifiable Rewards from a Contrastive Perspective
arXiv:2605.12969v4 Announce Type: replace-cross Abstract: Group Relative Policy Optimization (GRPO) is one of…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceDeepRefine: Agentic Knowledge Refinement via Reinforcement Learning
arXiv:2605.10488v2 Announce Type: replace-cross Abstract: External knowledge enables large language model…
arXiv Artificial IntelligenceDPRM: A Plug-in Doob h transform-induced Token-Ordering Module for Discrete Diffusion Models
arXiv:2604.24357v3 Announce Type: replace-cross Abstract: Discrete diffusion models admit many token orders…
arXiv Artificial IntelligenceONOTE: Hypergraph-Grounded Omnimodal Reasoning for Computational Music Science
arXiv:2604.20719v2 Announce Type: replace-cross Abstract: Omnimodal notation processing, centered on sheet…
arXiv Artificial IntelligenceDialToM: A Theory of Mind Benchmark for Forecasting State-Driven Dialogue Trajectories
arXiv:2604.20443v3 Announce Type: replace-cross Abstract: We introduce DialToM, an annotated Theory of Mind…
arXiv Artificial IntelligenceAlignment midtraining for animals
arXiv:2604.13076v4 Announce Type: replace-cross Abstract: We investigate the robustness of value alignment…
arXiv Artificial IntelligenceCONSCIENTIA: Can LLM Agents Learn to Strategize? Emergent Deception and Trust in a Multi-Agent NYC Simulation
arXiv:2604.09746v2 Announce Type: replace-cross Abstract: As large language models (LLMs) are increasingly…
arXiv Artificial IntelligenceLarge Language Models Generate Harmful Responses Using a Distinct Mechanism, Shared Across Harm Types
arXiv:2604.09544v3 Announce Type: replace-cross Abstract: Large language models remain vulnerable to…
arXiv Artificial IntelligenceBeyond RGB: Benchmarking and Enhancing MLLMs for Hyperspectral Image Understanding via Training-Free Reasoning Framework
arXiv:2604.08884v2 Announce Type: replace-cross Abstract: Multimodal Large Language Models (MLLMs) have…
arXiv Artificial IntelligenceFlowExtract: Procedural Knowledge Extraction from Maintenance Flowcharts
arXiv:2604.06770v2 Announce Type: replace-cross Abstract: Maintenance procedures in manufacturing facilities…
arXiv Artificial IntelligenceWhat Models Know, How Well They Know It: Knowledge-Weighted Fine-Tuning for Learning When to Say "I Don't Know"
arXiv:2604.05779v2 Announce Type: replace-cross Abstract: While large language models (LLMs) demonstrate…
arXiv Artificial IntelligenceVerbalizing LLMs' assumptions to explain and control sycophancy
arXiv:2604.03058v3 Announce Type: replace-cross Abstract: LLMs can be socially sycophantic, affirming users…
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