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TitleStatusHype
Subtle Errors Matter: Preference Learning via Error-injected Self-editing—0
O1 Replication Journey: A Strategic Progress Report -- Part 1Code7
Beyond Captioning: Task-Specific Prompting for Improved VLM Performance in Mathematical Reasoning—0
Solving Functional Optimization with Deep Networks and Variational Principles—0
DataEnvGym: Data Generation Agents in Teacher Environments with Student FeedbackCode1
Give me a hint: Can LLMs take a hint to solve math problems?Code0
FG-PRM: Fine-grained Hallucination Detection and Mitigation in Language Model Mathematical Reasoning—0
Reasoning Paths Optimization: Learning to Reason and Explore From Diverse Paths—0
fPLSA: Learning Semantic Structures in Document Collections Using Foundation Models—0
Rule-based Data Selection for Large Language Models—0
Intriguing Properties of Large Language and Vision Models—0
Improving LLM Reasoning through Scaling Inference Computation with Collaborative Verification—0
BloomWise: Enhancing Problem-Solving capabilities of Large Language Models using Bloom's-Taxonomy-Inspired Prompts—0
Steering Large Language Models between Code Execution and Textual ReasoningCode2
Deliberate Reasoning for LLMs as Structure-aware Planning with Accurate World Model—0
Towards the Pedagogical Steering of Large Language Models for Tutoring: A Case Study with Modeling Productive FailureCode0
Geometry is All You Need: A Unified Taxonomy of Matrix and Tensor Factorization for Compression of Generative Language Models—0
CodePMP: Scalable Preference Model Pretraining for Large Language Model Reasoning—0
Llama SLayer 8B: Shallow Layers Hold the Key to Knowledge InjectionCode0
Adaptive Inference-Time Compute: LLMs Can Predict if They Can Do Better, Even Mid-Generation—0
Deep Knowledge Tracing for Personalized Adaptive Learning at Historically Black Colleges and Universities—0
Step-by-Step Reasoning for Math Problems via Twisted Sequential Monte Carlo—0
PersonaMath: Enhancing Math Reasoning through Persona-Driven Data Augmentation—0
An Exploration of Self-Supervised Mutual Information Alignment for Multi-Task SettingsCode0
Can We Further Elicit Reasoning in LLMs? Critic-Guided Planning with Retrieval-Augmentation for Solving Challenging Tasks—0
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