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GSM8K

Papers

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Showing 226–250 of 439 papers

TitleStatusHype
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