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GSM8K

Papers

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Showing 301–350 of 439 papers

TitleStatusHype
ReasonAgain: Using Extractable Symbolic Programs to Evaluate Mathematical Reasoning—0
Reasoning-as-Logic-Units: Scaling Test-Time Reasoning in Large Language Models Through Logic Unit Alignment—0
Reasoning Paths Optimization: Learning to Reason and Explore From Diverse Paths—0
Reasoning Robustness of LLMs to Adversarial Typographical Errors—0
Unlocking Structured Thinking in Language Models with Cognitive Prompting—0
Recursive Decomposition of Logical Thoughts: Framework for Superior Reasoning and Knowledge Propagation in Large Language Models—0
Dynamic Parallel Tree Search for Efficient LLM Reasoning—0
Dual Decomposition of Weights and Singular Value Low Rank Adaptation—0
Reinforcing the Diffusion Chain of Lateral Thought with Diffusion Language Models—0
Unraveling Arithmetic in Large Language Models: The Role of Algebraic Structures—0
Reka Core, Flash, and Edge: A Series of Powerful Multimodal Language Models—0
Relevant or Random: Can LLMs Truly Perform Analogical Reasoning?—0
Reliable Reasoning Beyond Natural Language—0
Rethinking Data Synthesis: A Teacher Model Training Recipe with Interpretation—0
DRP: Distilled Reasoning Pruning with Skill-aware Step Decomposition for Efficient Large Reasoning Models—0
RevOrder: A Novel Method for Enhanced Arithmetic in Language Models—0
Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs—0
RL in Name Only? Analyzing the Structural Assumptions in RL post-training for LLMs—0
RotateKV: Accurate and Robust 2-Bit KV Cache Quantization for LLMs via Outlier-Aware Adaptive Rotations—0
Rule-Guided Feedback: Enhancing Reasoning by Enforcing Rule Adherence in Large Language Models—0
S^3c-Math: Spontaneous Step-level Self-correction Makes Large Language Models Better Mathematical Reasoners—0
Does your data spark joy? Performance gains from domain upsampling at the end of training—0
SAIE Framework: Support Alone Isn't Enough -- Advancing LLM Training with Adversarial Remarks—0
Sample, Don't Search: Rethinking Test-Time Alignment for Language Models—0
Unsupervised Elicitation of Language Models—0
DNA 1.0 Technical Report—0
UPAR: A Kantian-Inspired Prompting Framework for Enhancing Large Language Model Capabilities—0
DiversiGATE: A Comprehensive Framework for Reliable Large Language Models—0
YODA: Teacher-Student Progressive Learning for Language Models—0
Distill Not Only Data but Also Rewards: Can Smaller Language Models Surpass Larger Ones?—0
SECURA: Sigmoid-Enhanced CUR Decomposition with Uninterrupted Retention and Low-Rank Adaptation in Large Language Models—0
Dictionary Insertion Prompting for Multilingual Reasoning on Multilingual Large Language Models—0
Dialectical Behavior Therapy Approach to LLM Prompting—0
Adaptive Inference-Time Compute: LLMs Can Predict if They Can Do Better, Even Mid-Generation—0
SelectLLM: Query-Aware Efficient Selection Algorithm for Large Language Models—0
D^2LoRA: Data-Driven LoRA Initialization for Low Resource Tasks—0
Self-Consistency Boosts Calibration for Math Reasoning—0
Critic-CoT: Boosting the reasoning abilities of large language model via Chain-of-thoughts Critic—0
Self-Consistency Preference Optimization—0
Self-Evaluation Guided Beam Search for Reasoning—0
Self-Evolved Preference Optimization for Enhancing Mathematical Reasoning in Small Language Models—0
CPL: Critical Plan Step Learning Boosts LLM Generalization in Reasoning Tasks—0
Self-Imagine: Effective Unimodal Reasoning with Multimodal Models using Self-Imagination—0
CoThink: Token-Efficient Reasoning via Instruct Models Guiding Reasoning Models—0
Self-Reasoning Language Models: Unfold Hidden Reasoning Chains with Few Reasoning Catalyst—0
Cost-Saving LLM Cascades with Early Abstention—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
CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs—0
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Benchmark Results

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