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upvoted 18 papers 7 days ago

The Stochastic Parrot on LLM's Shoulder: A Summative Assessment of Physical Concept Understanding

Paper • 2502.08946 • Published 10 days ago • 181

Lifelong Sequential Knowledge Editing without Model Degradation

Paper • 2502.01636 • Published 20 days ago • 5

Language Models Prefer What They Know: Relative Confidence Estimation via Confidence Preferences

Paper • 2502.01126 • Published 20 days ago • 4

Scaling Embedding Layers in Language Models

Paper • 2502.01637 • Published 20 days ago • 22

AIN: The Arabic INclusive Large Multimodal Model

Paper • 2502.00094 • Published 23 days ago • 16

Federated Sketching LoRA: On-Device Collaborative Fine-Tuning of Large Language Models

Paper • 2501.19389 • Published 23 days ago • 3

Activation Approximations Can Incur Safety Vulnerabilities Even in Aligned LLMs: Comprehensive Analysis and Defense

Paper • 2502.00840 • Published 21 days ago • 1

COCONut-PanCap: Joint Panoptic Segmentation and Grounded Captions for Fine-Grained Understanding and Generation

Paper • 2502.02589 • Published 19 days ago • 9

Generating Multi-Image Synthetic Data for Text-to-Image Customization

Paper • 2502.01720 • Published 20 days ago • 6

Sample, Scrutinize and Scale: Effective Inference-Time Search by Scaling Verification

Paper • 2502.01839 • Published 20 days ago • 5

Rethinking Mixture-of-Agents: Is Mixing Different Large Language Models Beneficial?

Paper • 2502.00674 • Published 21 days ago • 12

Concept Steerers: Leveraging K-Sparse Autoencoders for Controllable Generations

Paper • 2501.19066 • Published 23 days ago • 11

Text-to-CAD Generation Through Infusing Visual Feedback in Large Language Models

Paper • 2501.19054 • Published 23 days ago • 9

Satori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search

Paper • 2502.02508 • Published 19 days ago • 21

QLASS: Boosting Language Agent Inference via Q-Guided Stepwise Search

Paper • 2502.02584 • Published 19 days ago • 16

Can LLMs Maintain Fundamental Abilities under KV Cache Compression?

Paper • 2502.01941 • Published 20 days ago • 13

Inverse Bridge Matching Distillation

Paper • 2502.01362 • Published 20 days ago • 26

ACECODER: Acing Coder RL via Automated Test-Case Synthesis

Paper • 2502.01718 • Published 20 days ago • 28