2026
Context-Driven Incremental Compression for Multi-Turn Dialogue Generation
ICML 2026poster
Modern conversational agents condition on an ever-growing dialogue history at each turn, incurring redundant attention and encoding costs that grow with conversation length. Naive truncation or summarization degrades fidelity, while existing context compressors lack cross-turn memory sharing or revi…