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GSM8K

Papers

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Showing 201–250 of 439 papers

TitleStatusHype
CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs—0
Cost-Saving LLM Cascades with Early Abstention—0
CoThink: Token-Efficient Reasoning via Instruct Models Guiding Reasoning Models—0
CPL: Critical Plan Step Learning Boosts LLM Generalization in Reasoning Tasks—0
Critic-CoT: Boosting the reasoning abilities of large language model via Chain-of-thoughts Critic—0
D^2LoRA: Data-Driven LoRA Initialization for Low Resource Tasks—0
Dialectical Behavior Therapy Approach to LLM Prompting—0
Dictionary Insertion Prompting for Multilingual Reasoning on Multilingual Large Language Models—0
Distill Not Only Data but Also Rewards: Can Smaller Language Models Surpass Larger Ones?—0
DiversiGATE: A Comprehensive Framework for Reliable Large Language Models—0
DNA 1.0 Technical Report—0
Does your data spark joy? Performance gains from domain upsampling at the end of training—0
Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs—0
DRP: Distilled Reasoning Pruning with Skill-aware Step Decomposition for Efficient Large Reasoning Models—0
Dual Decomposition of Weights and Singular Value Low Rank Adaptation—0
Dynamic Parallel Tree Search for Efficient LLM Reasoning—0
Dynamic Subset Tuning: Expanding the Operational Range of Parameter-Efficient Training for Large Language Models—0
Efficient Data Selection at Scale via Influence Distillation—0
Efficient Fine-Tuning of Quantized Models via Adaptive Rank and Bitwidth—0
Elastic Weight Consolidation for Full-Parameter Continual Pre-Training of Gemma2—0
Enhancing Reasoning Capabilities of Small Language Models with Blueprints and Prompt Template Search—0
Entropy-Guided Watermarking for LLMs: A Test-Time Framework for Robust and Traceable Text Generation—0
Evaluation of LLMs for mathematical problem solving—0
Evolutionary Pre-Prompt Optimization for Mathematical Reasoning—0
Evolving LLMs' Self-Refinement Capability via Iterative Preference Optimization—0
Excessive Reasoning Attack on Reasoning LLMs—0
Explicit Knowledge Transfer for Weakly-Supervised Code Generation—0
Exploring an LM to generate Prolog Predicates from Mathematics Questions—0
Falcon: Faster and Parallel Inference of Large Language Models through Enhanced Semi-Autoregressive Drafting and Custom-Designed Decoding Tree—0
Fast on the Easy, Deep on the Hard: Efficient Reasoning via Powered Length Penalty—0
FG-PRM: Fine-grained Hallucination Detection and Mitigation in Language Model Mathematical Reasoning—0
Fine-Grained Self-Endorsement Improves Factuality and Reasoning—0
First-Step Advantage: Importance of Starting Right in Multi-Step Math Reasoning—0
Fractional Reasoning via Latent Steering Vectors Improves Inference Time Compute—0
From Correctness to Comprehension: AI Agents for Personalized Error Diagnosis in Education—0
From Good to Great: Improving Math Reasoning with Tool-Augmented Interleaf Prompting—0
From Words to Watts: Benchmarking the Energy Costs of Large Language Model Inference—0
GEMMAS: Graph-based Evaluation Metrics for Multi Agent Systems—0
GLoRe: When, Where, and How to Improve LLM Reasoning via Global and Local Refinements—0
Guideline Forest: Experience-Induced Multi-Guideline Reasoning with Stepwise Aggregation—0
Hybrid Offline-online Scheduling Method for Large Language Model Inference Optimization—0
Improve Mathematical Reasoning in Language Models by Automated Process Supervision—0
Improving Complex Reasoning with Dynamic Prompt Corruption: A soft prompt Optimization Approach—0
Improving LLM Reasoning through Scaling Inference Computation with Collaborative Verification—0
InfiFusion: A Unified Framework for Enhanced Cross-Model Reasoning via LLM Fusion—0
Instance-adaptive Zero-shot Chain-of-Thought Prompting—0
Integrating Arithmetic Learning Improves Mathematical Reasoning in Smaller Models—0
Interpretable Math Word Problem Solution Generation Via Step-by-step Planning—0
Is your LLM trapped in a Mental Set? Investigative study on how mental sets affect the reasoning capabilities of LLMs—0
Is Your Model Really A Good Math Reasoner? Evaluating Mathematical Reasoning with Checklist—0
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Benchmark Results

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