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Showing 551–575 of 1596 papers

TitleStatusHype
Guideline Forest: Experience-Induced Multi-Guideline Reasoning with Stepwise Aggregation—0
The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity—0
AgentSwift: Efficient LLM Agent Design via Value-guided Hierarchical SearchCode0
SPARQ: Synthetic Problem Generation for Reasoning via Quality-Diversity Algorithms—0
Spectral DerivativesCode0
TreeRPO: Tree Relative Policy OptimizationCode0
Simulating LLM-to-LLM Tutoring for Multilingual Math Feedback—0
Automatic Robustness Stress Testing of LLMs as Mathematical Problem Solvers—0
Perceptual Decoupling for Scalable Multi-modal Reasoning via Reward-Optimized Captioning—0
Confidence Is All You Need: Few-Shot RL Fine-Tuning of Language Models—0
Mathematical Reasoning for Unmanned Aerial Vehicles: A RAG-Based Approach for Complex Arithmetic ReasoningCode0
Guided Speculative Inference for Efficient Test-Time Alignment of LLMsCode0
Rectified Sparse Attention—0
Unleashing the Reasoning Potential of Pre-trained LLMs by Critique Fine-Tuning on One Problem—0
MASTER: Enhancing Large Language Model via Multi-Agent Simulated Teaching—0
Knowledge or Reasoning? A Close Look at How LLMs Think Across Domains—0
SynthRL: Scaling Visual Reasoning with Verifiable Data Synthesis—0
Invariance Makes LLM Unlearning Resilient Even to Unanticipated Downstream Fine-TuningCode0
GThinker: Towards General Multimodal Reasoning via Cue-Guided RethinkingCode0
Mixed-R1: Unified Reward Perspective For Reasoning Capability in Multimodal Large Language ModelsCode0
Reflect, Retry, Reward: Self-Improving LLMs via Reinforcement Learning—0
Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking—0
LLM Performance for Code Generation on Noisy TasksCode0
Can LLMs Reason Abstractly Over Math Word Problems Without CoT? Disentangling Abstract Formulation From Arithmetic Computation—0
Let's Reason Formally: Natural-Formal Hybrid Reasoning Enhances LLM's Math Capability—0
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