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Memory That Looks Forward: A Zero-Inference Prospective Term for Personal Memory Retrieval
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memory retrievalprospective memoryembeddingcommitment linkage
2609.22091
Builder Relevance
4h ago70%
Abstract
The paper introduces a prospective term for memory retrieval that enhances personal memory retrieval by linking commitments to memory items without inference at query time.
Reality Card
Core Claim
The proposed method raised recall@5 from 0.000 to 0.955 on a synthetic prospective-memory task set, achieving 1.000 under a floor variant with zero false boosts.
Method / Result
Recall@5 improved from 0.000 to 0.955, and to 1.000 under a specific condition.
Limitations
The evaluation set is author-constructed, and further evaluation on TriggerBench is needed for validation.
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