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TitleStatusHype
Generative Discovery of Partial Differential Equations by Learning from Math Handbooks—0
Scalable LLM Math Reasoning Acceleration with Low-rank Distillation—0
Putting the Value Back in RL: Better Test-Time Scaling by Unifying LLM Reasoners With Verifiers—0
SIMPLEMIX: Frustratingly Simple Mixing of Off- and On-policy Data in Language Model Preference Learning—0
A Survey of Slow Thinking-based Reasoning LLMs using Reinforced Learning and Inference-time Scaling Law—0
Generating Narrated Lecture Videos from Slides with Synchronized Highlights—0
LookAlike: Consistent Distractor Generation in Math MCQs—0
TutorGym: A Testbed for Evaluating AI Agents as Tutors and StudentsCode0
AdaptMI: Adaptive Skill-based In-context Math Instruction for Small Language Models—0
Phi-4-Mini-Reasoning: Exploring the Limits of Small Reasoning Language Models in Math—0
Phi-4-reasoning Technical Report—0
LLMs Do Not Have Human-Like Working Memory—0
Local Prompt Optimization—0
Trace-of-Thought Prompting: Investigating Prompt-Based Knowledge Distillation Through Question Decomposition—0
Accurate and Diverse LLM Mathematical Reasoning via Automated PRM-Guided GFlowNets—0
APE-Bench I: Towards File-level Automated Proof Engineering of Formal Math Libraries—0
Evaluating Grounded Reasoning by Code-Assisted Large Language Models for Mathematics—0
Training Large Language Models to Reason via EM Policy Gradient—0
SplitReason: Learning To Offload Reasoning—0
DianJin-R1: Evaluating and Enhancing Financial Reasoning in Large Language Models—0
Evaluating Judges as Evaluators: The JETTS Benchmark of LLM-as-Judges as Test-Time Scaling EvaluatorsCode0
LongPerceptualThoughts: Distilling System-2 Reasoning for System-1 Perception—0
OTC: Optimal Tool Calls via Reinforcement Learning—0
Enhancing Math Learning in an LMS Using AI-Driven Question Recommendations—0
Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?—0
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