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Mathematical Problem-Solving

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Showing 76–100 of 106 papers

TitleStatusHype
Large Language Models for Mathematical AnalysisCode0
Kwai-STaR: Transform LLMs into State-Transition Reasoners—0
VisAidMath: Benchmarking Visual-Aided Mathematical Reasoning—0
Improving Small-Scale Large Language Models Function Calling for Reasoning Tasks—0
FG-PRM: Fine-grained Hallucination Detection and Mitigation in Language Model Mathematical Reasoning—0
Can LLMs plan paths with extra hints from solvers?—0
PersonaMath: Enhancing Math Reasoning through Persona-Driven Data Augmentation—0
Building Math Agents with Multi-Turn Iterative Preference Learning—0
Logic Contrastive Reasoning with Lightweight Large Language Model for Math Word Problems—0
Benchmarking Large Language Models for Math Reasoning TasksCode0
GW-MoE: Resolving Uncertainty in MoE Router with Global Workspace TheoryCode0
Exposing the Achilles' Heel: Evaluating LLMs Ability to Handle Mistakes in Mathematical Reasoning—0
3D-Properties: Identifying Challenges in DPO and Charting a Path Forward—0
OccamLLM: Fast and Exact Language Model Arithmetic in a Single Step—0
The Buffer Mechanism for Multi-Step Information Reasoning in Language Models—0
Metacognitive Capabilities of LLMs: An Exploration in Mathematical Problem Solving—0
Mixture-of-Instructions: Comprehensive Alignment of a Large Language Model through the Mixture of Diverse System Prompting Instructions—0
Mathify: Evaluating Large Language Models on Mathematical Problem Solving TasksCode0
Can LLMs Master Math? Investigating Large Language Models on Math Stack ExchangeCode0
SmallToLarge (S2L): Scalable Data Selection for Fine-tuning Large Language Models by Summarizing Training Trajectories of Small ModelsCode0
Premise Order Matters in Reasoning with Large Language Models—0
Large Language Models for Mathematical Reasoning: Progresses and Challenges—0
Three Questions Concerning the Use of Large Language Models to Facilitate Mathematics Learning—0
SEGO: Sequential Subgoal Optimization for Mathematical Problem-SolvingCode0
Data Contamination Through the Lens of TimeCode0
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