SoMem: agents organize their own linked-document memory, outscoring baselines on three benchmarks

1. 9:37 AM
   elvis@omarsar0X

   Researchers test whether LLM agents can organize their own memory

   AISoMem, a framework from City University of Hong Kong and Tencent Jarvis Lab, lets agents store memory as ordinary linked documents rather than fixed schemas. The agent decides what to summarize and links each summary to its original interaction. SoMem beat the strongest baseline by 2.66 points on LoCoMo, 3.10 on BEAM-100K, and 2.00 on LongMemEval-S. The author, Elvis Saravia, says he uses a similar linked-document approach with his own agents.

   

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