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TitleStatusHype
DiffSampling: Enhancing Diversity and Accuracy in Neural Text Generation—0
The Self-Improvement Paradox: Can Language Models Bootstrap Reasoning Capabilities without External Scaffolding?—0
TreeCut: A Synthetic Unanswerable Math Word Problem Dataset for LLM Hallucination EvaluationCode0
Reasoning with Reinforced Functional Token TuningCode1
Lean-ing on Quality: How High-Quality Data Beats Diverse Multilingual Data in AutoFormalization—0
NaturalReasoning: Reasoning in the Wild with 2.8M Challenging Questions—0
Multi-Step Alignment as Markov Games: An Optimistic Online Gradient Descent Approach with Convergence Guarantees—0
None of the Others: a General Technique to Distinguish Reasoning from Memorization in Multiple-Choice LLM Evaluation Benchmarks—0
S^2R: Teaching LLMs to Self-verify and Self-correct via Reinforcement LearningCode2
Thinking Outside the (Gray) Box: A Context-Based Score for Assessing Value and Originality in Neural Text Generation—0
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