2026
Context-level Language Modeling by Learning Predictive Context Embeddings
ICML 2026poster
We propose ContextLM, a framework that implicitly learns multi-token prediction by augmenting standard pretraining with an intrinsic next-context prediction objective. ContextLM builds a language model on top of context embeddings that span multiple tokens, enabling better next-token prediction by p…