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TitleStatusHype
Pheromone-based Learning of Optimal Reasoning Paths—0
PixelWorld: Towards Perceiving Everything as Pixels—0
Fairshare Data Pricing via Data Valuation for Large Language Models—0
Token-Hungry, Yet Precise: DeepSeek R1 Highlights the Need for Multi-Step Reasoning Over Speed in MATH—0
Examining the Robustness of Large Language Models across Language Complexity—0
Token-by-Token Regeneration and Domain Biases: A Benchmark of LLMs on Advanced Mathematical Problem-Solving—0
Error Classification of Large Language Models on Math Word Problems: A Dynamically Adaptive Framework—0
Clear Preferences Leave Traces: Reference Model-Guided Sampling for Preference Learning—0
DrawEduMath: Evaluating Vision Language Models with Expert-Annotated Students' Hand-Drawn Math Images—0
Advancing Mathematical Reasoning in Language Models: The Impact of Problem-Solving Data, Data Synthesis Methods, and Training Stages—0
Is your LLM trapped in a Mental Set? Investigative study on how mental sets affect the reasoning capabilities of LLMs—0
An Optimal Transport approach to arbitrage correction: Application to volatility Stress-Tests—0
RedStar: Does Scaling Long-CoT Data Unlock Better Slow-Reasoning Systems?—0
Chain-of-Reasoning: Towards Unified Mathematical Reasoning in Large Language Models via a Multi-Paradigm Perspective—0
Language Representation Favored Zero-Shot Cross-Domain Cognitive DiagnosisCode0
Step-KTO: Optimizing Mathematical Reasoning through Stepwise Binary Feedback—0
Iterative Label Refinement Matters More than Preference Optimization under Weak SupervisionCode0
ArithmAttack: Evaluating Robustness of LLMs to Noisy Context in Math Problem SolvingCode0
Can Vision-Language Models Evaluate Handwritten Math?Code0
Cascaded Self-Evaluation Augmented Training for Efficient Multimodal Large Language Models—0
Stream Aligner: Efficient Sentence-Level Alignment via Distribution InductionCode0
A General Retrieval-Augmented Generation Framework for Multimodal Case-Based Reasoning Applications—0
End-to-End Bangla AI for Solving Math Olympiad Problem Benchmark: Leveraging Large Language Model Using Integrated Approach—0
A Diversity-Enhanced Knowledge Distillation Model for Practical Math Word Problem SolvingCode0
Quantization Meets Reasoning: Exploring LLM Low-Bit Quantization Degradation for Mathematical Reasoning—0
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