commonsense reasoning
The ability of AI systems to apply general human knowledge and common sense to infer unstated information or handle everyday scenarios, enhancing contextual understanding.
- Can LLMs Correct Themselves? A Benchmark of Self-Correction in LLMs
- GraLoRA: Granular Low-Rank Adaptation for Parameter-Efficient Fine-Tuning
- LASeR: Learning to Adaptively Select Reward Models with Multi-Arm Bandits
- PoLAR: Polar-Decomposed Low-Rank Adapter Representation
- RefLoRA: Refactored Low-Rank Adaptation for Efficient Fine-Tuning of Large Models
- StelLA: Subspace Learning in Low-rank Adaptation using Stiefel Manifold
- Video Perception Models for 3D Scene Synthesis
- VideoHallu: Evaluating and Mitigating Multi-modal Hallucinations on Synthetic Video Understanding
- World-aware Planning Narratives Enhance Large Vision-Language Model Planner