Advanced Patent Retrieval with QaECTER & Sophia-Bench
Discover how QaECTER and Sophia-bench boost patent retrieval accuracy with multi-view training and citation-driven embeddings for IP innovation.
Utility-Aware Data Pricing for LLMs: Token Quality & Gains
Discover utility-aware data pricing for LLMs using token-level quality and empirical training gains to enhance AI data valuation and transparency.
Reducing Self-Preference Bias in Large Language Model Judges
Discover how to quantify and reduce self-preference bias in LLM judges with an automated framework, improving AI evaluation reliability by 31.5%.
RouteGuard: Detecting Skill Poisoning in LLM Agents
Discover how RouteGuard detects and prevents skill poisoning in LLM agents using advanced internal-signal detection techniques.
Federated Cross-Modal Retrieval with Semantic Routing
Enhance federated cross-modal retrieval using semantic routing and adapter personalization to handle missing data and improve client-specific accuracy.