Tanvi

Adaptive Context-Aware Embedding Filtering: Balancing Factual Accuracy and Creative Freedom in Language Model Decoding

2026 · Open MIND

A-CAEF, or Adaptive Context-Aware Embedding Filtering, is a lightweight decoding-time method for potentially improving factual reliability in large language models. It uses context-aware semantic drift signals and entropy-aware adaptationto guide token selection without retraining the …