Author

Nathan Godey

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Preprint Jul 2026

Co-LMLM: Continuous-Query Limited Memory Language Models

This work proposes continuous-query LMLM (CO-LMLM), where the KB pairs continuous keys with textual knowledge values, a significant departure from prior reliance on relational KB and queries, which outperforms prior LMLMs and vanilla LLMs in both perplexity and factual precision.

Yair Feldman, Lin-Xi Zhao, Nathan Godey et al. · 0 citations