logical reasoning
The ability of an AI system to draw valid conclusions from a set of premises or inputs, often using formal logical systems. This involves understanding rules, relationships, and the ability to manipulate symbols or statements logically.
- Beyond Single-Task: Robust Multi-Task Length Generalization for LLMs
- Curriculum Abductive Learning
- DMWM: Dual-Mind World Model with Long-Term Imagination
- Envisioning Beyond the Pixels: Benchmarking Reasoning-Informed Visual Editing
- Envisioning Beyond the Pixels: Benchmarking Reasoning-Informed Visual Editing
- Fine-Grained Preference Optimization Improves Spatial Reasoning in VLMs
- LogicTree: Improving Complex Reasoning of LLMs via Instantiated Multi-step Synthetic Logical Data
- Measuring AI Ability to Complete Long Software Tasks
- MiCo: Multi-image Contrast for Reinforcement Visual Reasoning
- OCRBench v2: An Improved Benchmark for Evaluating Large Multimodal Models on Visual Text Localization and Reasoning
- Reasoning Path Compression: Compressing Generation Trajectories for Efficient LLM Reasoning
- Sound Logical Explanations for Mean Aggregation Graph Neural Networks
- SynLogic: Synthesizing Verifiable Reasoning Data at Scale for Learning Logical Reasoning and Beyond
- Towards Visualization-of-Thought Jailbreak Attack against Large Visual Language Models