TiMoE: Time-Aware Mixture of Language Experts

Robin Faro, Dongyang Fan, Tamar Alphaidze +1

Large language models (LLMs) are typically trained on fixed snapshots of the web, which means that their knowledge becomes stale and their predictions risk temporal leakage: relyin…