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quicktensor/lattice-bright-trees

LATTICE: LLM-guided Hierarchical Retrieval This repository is the official implementation of the paper LLM-guided Hierarchical Retrieval. LATTICE proposes an LLM-native retrieval paradigm that combines the efficiency of hierarchical search with the reasoning power of modern large language models. Instead of relying on a static retriever + reranker pipeline or attempting to place a large corpus directly in an LLM context, LATTICE organizes the corpus into a semantic tree and uses… See the full description on the dataset page: https://huggingface.co/datasets/quicktensor/lattice-bright-trees.

Author / organizationquicktensor
License (as declared)mit
Downloads166 (as reported by Hugging Face)
Likes1
Created15 October 2025
Last updated at source2 May 2026
llmhierarchical-retrievalllm-guided-retrieval
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  • 17 Oct 2026 Description: LATTICE: LLM-guided Hierarchical Retrieval This repository is the official implementation of the paper LLM-guided Hierarchical Retrieval. LATTICE proposes an LLM-native retrieval paradigm that combines the efficiency of hierarchical search → LATTICE: LLM-guided Hierarchical Retrieval This repository is the official implementation of the paper LLM-guided Hierarchical Retrieval. LATTICE proposes an LLM-native retrieval paradigm that combines the efficiency of hierarchical search

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