Noise May Contain Transferable Knowledge: Understanding Semi-supervised Heterogeneous Domain Adaptation from an Empirical Perspective Paper • 2502.13573 • Published 21 days ago • 2
On the Trustworthiness of Generative Foundation Models: Guideline, Assessment, and Perspective Paper • 2502.14296 • Published 20 days ago • 46
Does Time Have Its Place? Temporal Heads: Where Language Models Recall Time-specific Information Paper • 2502.14258 • Published 20 days ago • 25
Discovering highly efficient low-weight quantum error-correcting codes with reinforcement learning Paper • 2502.14372 • Published 20 days ago • 36
MLGym: A New Framework and Benchmark for Advancing AI Research Agents Paper • 2502.14499 • Published 20 days ago • 178
Constitutional Classifiers: Defending against Universal Jailbreaks across Thousands of Hours of Red Teaming Paper • 2501.18837 • Published Jan 31 • 10
The Nature of Mathematical Modeling and Probabilistic Optimization Engineering in Generative AI Paper • 2410.18441 • Published Oct 24, 2024 • 7
AutoTrain: No-code training for state-of-the-art models Paper • 2410.15735 • Published Oct 21, 2024 • 59
ZIP-FIT: Embedding-Free Data Selection via Compression-Based Alignment Paper • 2410.18194 • Published Oct 23, 2024 • 6
Thinking LLMs: General Instruction Following with Thought Generation Paper • 2410.10630 • Published Oct 14, 2024 • 19
ShieldGemma: Generative AI Content Moderation Based on Gemma Paper • 2407.21772 • Published Jul 31, 2024 • 14
SurveySum: A Dataset for Summarizing Multiple Scientific Articles into a Survey Section Paper • 2408.16444 • Published Aug 29, 2024 • 8
Strategist: Learning Strategic Skills by LLMs via Bi-Level Tree Search Paper • 2408.10635 • Published Aug 20, 2024 • 15
Efficient Detection of Toxic Prompts in Large Language Models Paper • 2408.11727 • Published Aug 21, 2024 • 13
Text2SQL is Not Enough: Unifying AI and Databases with TAG Paper • 2408.14717 • Published Aug 27, 2024 • 26