SproutRAG: Attention-Guided Tree Search with Progressive Embeddings for Long-Document RAG
SproutRAG is an attention-guided hierarchical retrieval-augmented generation framework that organizes sentence-level chunks into semantically coherent units using learned inter-sen…
Hugging Face · Daily Papers
·Amirhossein Abaskohi, Issam H. Laradji
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·▲ 6 upvotes
Este artigo está em destaque na seleção diária de papers do Hugging Face, curada pela comunidade de pesquisa em IA.
Autores: Amirhossein Abaskohi, Issam H. Laradji, Peter West, Giuseppe Carenini
- 6 upvotes da comunidade
- Temas: retrieval-augmented generation, hierarchical RAG, attention-guided, sentence-level chunks, semantic coherence, inter-sentence attention
Resumo
Resumo original (em inglês), extraído do paper:
SproutRAG is an attention-guided hierarchical retrieval-augmented generation framework that organizes sentence-level chunks into semantically coherent units using learned inter-sentence attention, enabling multi-granularity retrieval without additional LLM calls or summarization.
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