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Knowledge Systems
Exploration of knowledge graphs, semantic representations, retrieval systems, and graph-based reasoning.
Direction: Search and information retrieval
Research question
When should structured knowledge (graphs, ontologies) augment retrieval rather than replace learned representations?
Current plan
Current plan
- 01Identify retrieval tasks where graph structure changes the error profile.
- 02Prototype graph-augmented retrieval paths alongside vector-only baselines.
- 03Measure precision, latency, and maintenance cost trade-offs.