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Papers

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Showing 151–175 of 439 papers

TitleStatusHype
Self-Polish: Enhance Reasoning in Large Language Models via Problem RefinementCode1
Solving Math Word Problems by Combining Language Models With Symbolic SolversCode1
Boosted Prompt Ensembles for Large Language ModelsCode1
Large Language Models Are Latent Variable Models: Explaining and Finding Good Demonstrations for In-Context LearningCode1
Learning Math Reasoning from Self-Sampled Correct and Partially-Correct SolutionsCode1
Self-Consistency Improves Chain of Thought Reasoning in Language ModelsCode1
GEMMAS: Graph-based Evaluation Metrics for Multi Agent Systems—0
DAC: A Dynamic Attention-aware Approach for Task-Agnostic Prompt CompressionCode0
KisMATH: Do LLMs Have Knowledge of Implicit Structures in Mathematical Reasoning?—0
CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs—0
Activation Steering for Chain-of-Thought CompressionCode0
Scaling Speculative Decoding with Lookahead ReasoningCode0
Plan for Speed -- Dilated Scheduling for Masked Diffusion Language Models—0
AgentGroupChat-V2: Divide-and-Conquer Is What LLM-Based Multi-Agent System NeedCode0
Fractional Reasoning via Latent Steering Vectors Improves Inference Time Compute—0
Excessive Reasoning Attack on Reasoning LLMs—0
LoRA-Mixer: Coordinate Modular LoRA Experts Through Serial Attention Routing—0
Re-Initialization Token Learning for Tool-Augmented Large Language ModelsCode0
LearnAlign: Reasoning Data Selection for Reinforcement Learning in Large Language Models Based on Improved Gradient Alignment—0
Fast on the Easy, Deep on the Hard: Efficient Reasoning via Powered Length Penalty—0
Learning a Continue-Thinking Token for Enhanced Test-Time ScalingCode0
Slimming Down LLMs Without Losing Their Minds—0
PREMISE: Scalable and Strategic Prompt Optimization for Efficient Mathematical Reasoning in Large Models—0
Unsupervised Elicitation of Language Models—0
Enhancing Reasoning Capabilities of Small Language Models with Blueprints and Prompt Template Search—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1XolverAccuracy98.1—Unverified
2Orange-mini0-shot MRR98—Unverified