作者位次 #4/5SIGIR 2026Poster· Information Retrieval (Short)
EvoMem: Timeline-Grounded Validity Adjudication for Non-Monotonic Multi-Agent Memory
Zhenhua Wang · Chunlei Wang · Hanchen Luo · Yike Gao · Bang Wang
摘要
Multi-agent LLM systems accumulate long, non-monotonic memories where claims are revised, retracted, and later resurfaced, making final aggregation a validity-adjudication problem rather than simple summarization. However, existing agent systems provide little support for final-stage validity adj...