H-MAPS uses a three-layered hierarchical memory to infer a reader's background and intent from implicit behaviors, generating profile-specific questions and on-device literature retrieval, as shown when NLP and HCI researchers receive different recommendations for the same paper.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.IR 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
H-MAPS: Hierarchical Memory-Augmented Proactive Search Assistant for Scientific Literature
H-MAPS uses a three-layered hierarchical memory to infer a reader's background and intent from implicit behaviors, generating profile-specific questions and on-device literature retrieval, as shown when NLP and HCI researchers receive different recommendations for the same paper.