This direction studies how generative models can directly generate document identifiers, answer clues, or target content, forming a new retrieval paradigm beyond the traditional "vector matching and ranking" pipeline. Topics include generative indexing, controllable generation, and the joint optimization of retrieval effectiveness and efficiency.
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