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Papers

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Showing 326–350 of 439 papers

TitleStatusHype
Self-Evaluation Guided Beam Search for Reasoning—0
Self-Evolved Preference Optimization for Enhancing Mathematical Reasoning in Small Language Models—0
Self-Imagine: Effective Unimodal Reasoning with Multimodal Models using Self-Imagination—0
Self-Reasoning Language Models: Unfold Hidden Reasoning Chains with Few Reasoning Catalyst—0
Self-Training Large Language Models for Tool-Use Without Demonstrations—0
Hint of Thought prompting: an explainable and zero-shot approach to reasoning tasks with LLMs—0
Semantic Exploration with Adaptive Gating for Efficient Problem Solving with Language Models—0
S-GRPO: Early Exit via Reinforcement Learning in Reasoning Models—0
SIaM: Self-Improving Code-Assisted Mathematical Reasoning of Large Language Models—0
Skywork-Math: Data Scaling Laws for Mathematical Reasoning in Large Language Models -- The Story Goes On—0
Slimming Down LLMs Without Losing Their Minds—0
SmolTulu: Higher Learning Rate to Batch Size Ratios Can Lead to Better Reasoning in SLMs—0
SOLAR: Scalable Optimization of Large-scale Architecture for Reasoning—0
Solving math word problems with process- and outcome-based feedback—0
SpecDec++: Boosting Speculative Decoding via Adaptive Candidate Lengths—0
Steering LLM Reasoning Through Bias-Only Adaptation—0
Strategic Chain-of-Thought: Guiding Accurate Reasoning in LLMs through Strategy Elicitation—0
STUN: Structured-Then-Unstructured Pruning for Scalable MoE Pruning—0
Subtle Errors Matter: Preference Learning via Error-injected Self-editing—0
Supervised Optimism Correction: Be Confident When LLMs Are Sure—0
Supervisory Prompt Training—0
Sustainable LLM Inference for Edge AI: Evaluating Quantized LLMs for Energy Efficiency, Output Accuracy, and Inference Latency—0
SymBa: Symbolic Backward Chaining for Structured Natural Language Reasoning—0
Synthetic Data Generation & Multi-Step RL for Reasoning & Tool Use—0
System-1.5 Reasoning: Traversal in Language and Latent Spaces with Dynamic Shortcuts—0
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Benchmark Results

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