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Showing 851–900 of 1596 papers

TitleStatusHype
VisionGraph: Leveraging Large Multimodal Models for Graph Theory Problems in Visual ContextCode1
MAmmoTH2: Scaling Instructions from the Web—0
Exploring the Compositional Deficiency of Large Language Models in Mathematical ReasoningCode2
Assessing and Verifying Task Utility in LLM-Powered Applications—0
Math Multiple Choice Question Generation via Human-Large Language Model Collaboration—0
GOLD: Geometry Problem Solver with Natural Language DescriptionCode1
A Careful Examination of Large Language Model Performance on Grade School Arithmetic—0
Monte Carlo Tree Search Boosts Reasoning via Iterative Preference LearningCode3
Self-Refine Instruction-Tuning for Aligning Reasoning in Language Models—0
Iterative Reasoning Preference Optimization—0
PECC: Problem Extraction and Coding ChallengesCode1
Small Language Models Need Strong Verifiers to Self-Correct ReasoningCode0
LayerSkip: Enabling Early Exit Inference and Self-Speculative DecodingCode3
AI Coders Are Among Us: Rethinking Programming Language Grammar Towards Efficient Code GenerationCode1
Achieving >97% on GSM8K: Deeply Understanding the Problems Makes LLMs Better Solvers for Math Word ProblemsCode1
Describe-then-Reason: Improving Multimodal Mathematical Reasoning through Visual Comprehension Training—0
MARIO Eval: Evaluate Your Math LLM with your Math LLM--A mathematical dataset evaluation toolkitCode5
PARAMANU-GANITA: Language Model with Mathematical Capabilities—0
Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone—0
Improving Automated Distractor Generation for Math Multiple-choice Questions with Overgenerate-and-rank—0
Toward Self-Improvement of LLMs via Imagination, Searching, and CriticizingCode1
On the Empirical Complexity of Reasoning and Planning in LLMs—0
Self-Explore: Enhancing Mathematical Reasoning in Language Models with Fine-grained RewardsCode2
Mental Stress Detection: Development and Evaluation of a Wearable In-Ear Plethysmography—0
Rho-1: Not All Tokens Are What You NeedCode3
Personality-aware Student Simulation for Conversational Intelligent Tutoring Systems—0
MathVC: An LLM-Simulated Multi-Character Virtual Classroom for Mathematics Education—0
Evaluating Mathematical Reasoning Beyond AccuracyCode2
MM-MATH: Advancing Multimodal Math Evaluation with Process Evaluation and Fine-grained ClassificationCode0
FRACTAL: Fine-Grained Scoring from Aggregate Text Labels—0
MACM: Utilizing a Multi-Agent System for Condition Mining in Solving Complex Mathematical ProblemsCode2
Data Augmentation with In-Context Learning and Comparative Evaluation in Math Word Problem Solving—0
BAdam: A Memory Efficient Full Parameter Optimization Method for Large Language ModelsCode3
ChatGLM-Math: Improving Math Problem-Solving in Large Language Models with a Self-Critique PipelineCode2
Benchmarking Large Language Models for Persian: A Preliminary Study Focusing on ChatGPTCode1
LM^2: A Simple Society of Language Models Solves Complex ReasoningCode0
Exploring Automated Distractor Generation for Math Multiple-choice Questions via Large Language ModelsCode0
HyperCLOVA X Technical Report—0
Exploring the Mystery of Influential Data for Mathematical Reasoning—0
Stable Code Technical Report—0
IsoBench: Benchmarking Multimodal Foundation Models on Isomorphic Representations—0
Self-Demos: Eliciting Out-of-Demonstration Generalizability in Large Language ModelsCode0
What is in Your Safe Data? Identifying Benign Data that Breaks SafetyCode1
Can LLMs Master Math? Investigating Large Language Models on Math Stack ExchangeCode0
ML2SC: Deploying Machine Learning Models as Smart Contracts on the Blockchain—0
Large Language Models Are Struggle to Cope with Unreasonability in Math Problems—0
Scaling up ridge regression for brain encoding in a massive individual fMRI datasetCode0
Few-Shot Recalibration of Language Models—0
The Invalsi Benchmarks: measuring Linguistic and Mathematical understanding of Large Language Models in Italian—0
Don't Trust: Verify -- Grounding LLM Quantitative Reasoning with AutoformalizationCode1
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