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GSM8K

Papers

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Showing 301–325 of 439 papers

TitleStatusHype
One Language, Many Gaps: Evaluating Dialect Fairness and Robustness of Large Language Models in Reasoning TasksCode0
COrAL: Order-Agnostic Language Modeling for Efficient Iterative RefinementCode0
Towards Multilingual LLM Evaluation for European Languages—0
Nudging: Inference-time Alignment of LLMs via Guided Decoding—0
Think Beyond Size: Adaptive Prompting for More Effective Reasoning—0
Dialectical Behavior Therapy Approach to LLM Prompting—0
Subtle Errors Matter: Preference Learning via Error-injected Self-editing—0
FG-PRM: Fine-grained Hallucination Detection and Mitigation in Language Model Mathematical Reasoning—0
PortLLM: Personalizing Evolving Large Language Models with Training-Free and Portable Model Patches—0
Reasoning Paths Optimization: Learning to Reason and Explore From Diverse Paths—0
Improving LLM Reasoning through Scaling Inference Computation with Collaborative Verification—0
LLM-TOPLA: Efficient LLM Ensemble by Maximising DiversityCode0
BrainTransformers: SNN-LLM—0
The Role of Deductive and Inductive Reasoning in Large Language Models—0
Adaptive Inference-Time Compute: LLMs Can Predict if They Can Do Better, Even Mid-Generation—0
CodePMP: Scalable Preference Model Pretraining for Large Language Model Reasoning—0
Unlocking Structured Thinking in Language Models with Cognitive Prompting—0
PersonaMath: Enhancing Math Reasoning through Persona-Driven Data Augmentation—0
Instance-adaptive Zero-shot Chain-of-Thought Prompting—0
Scheherazade: Evaluating Chain-of-Thought Math Reasoning in LLMs with Chain-of-ProblemsCode0
PMSS: Pretrained Matrices Skeleton Selection for LLM Fine-tuning—0
LLaMa-SciQ: An Educational Chatbot for Answering Science MCQ—0
Uncovering Latent Chain of Thought Vectors in Language Models—0
ControlMath: Controllable Data Generation Promotes Math Generalist Models—0
LogicPro: Improving Complex Logical Reasoning via Program-Guided LearningCode0
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Benchmark Results

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