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Prove2Me: An Open Collaborative Platform for Scaling Math Formalization

arxivcs.AIcs.LO
30 days ago▲ 43
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arXiv
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Are These Modules Worth Their Cost? A Paradigm-Level Accuracy-Cost Analysis of In-context Learning Text-to-SQL

arxivcs.CLcs.AI
30 days ago▲ 43
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arXiv
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Euclidean Fourier Neural Operators

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30 days ago▲ 43
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Program Learning with Verifiable Rewards: Symbolic Backpropagation for Post-Training LLMs

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30 days ago▲ 43
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arXiv
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LongPIBench: A Long-Context Benchmark for Prompt Injection

arxivcs.CRcs.AI
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SymboLLM-FE: LLM-Accelerated Symbolic Regression for Automated Feature Engineering on Tabular Data

arxivcs.LGpublisher:arxiv
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A Unified Framework to Elicit Structured Feedback for Interpretable Multi-Trait Essay Scoring

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CritICL: Inference-Time Weak-to-Strong Generalization from Small Language Model Failure Modes

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WikiSkill: Compiling Agent Experience into Persistent Knowledge for Skill Evolution

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SWE-Prime: Fewer Trajectories, Better Performance

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TTPO: Test-Time Policy Optimization

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From Static to Dynamic: Benchmarking Real-World Code Review with MCR-Bench

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RedEvoAgent: Automatic Red-Teaming Agent with Experience-Driven Skill Evolution

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Mechanistic Reaction Prediction via Discrete Flow Matching on Graph-Structured Electron Occupation

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Stochastic Estimation of Transduced Language Models

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Persona-Execution Separation: An Architecture Pattern for Evolving LLM Agents under Execution Audit

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Beyond F1: Evaluating Coverage and Failure Recovery in AI Model Security Scanners

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Learning a Continuous Sepsis Severity Score Without Hour-by-Hour Supervision: A Two-Site Retrospective Study

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Boosting LLM Exploration via Weak-Model Guidance in RLVR

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Scaling Graph Neural Networks for Friend Recommendation: Multi-Hash User Embeddings and Temporal Neighbor Sampling

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