EGA: Enhancing Frozen Encoders for Robust Vector Search
Discover how EGA adapts frozen encoders to improve vector search accuracy with bounded out-of-distribution degradation and robust unseen-class handling.
XL-SafetyBench: Benchmarking LLM Safety & Cultural Sensitivity
Discover XL-SafetyBench, a cross-cultural benchmark testing LLM safety and cultural sensitivity across 10 country-language pairs with advanced metrics.
Evaluating AI Tutors: Insights from 10,000 Student Submissions
Discover how student behavior reveals AI tutor effectiveness beyond feedback quality in 10,000 submissions from an undergraduate programming course.
TurnGate: Defending Against Malicious Multi-Turn Dialogue
Discover TurnGate, a novel defense detecting hidden malicious intent in multi-turn dialogues, enhancing AI safety with precise turn-level intervention.
Gen4Regen Dataset: AI Images Solve Forest Data Scarcity
Discover how the Gen4Regen dataset uses AI-generated images to improve forest regeneration mapping and overcome training data shortages.