notesum.ai

Published at November 12

Unlocking Legal Knowledge with Multi-Layered Embedding-Based Retrieval

cs.AI

cs.IR

I.2.7

Released Date: November 12, 2024

Authors: João Alberto de Oliveira Lima¹

Aff.: ¹University of Brasília; Federal Senate of Brazil

Arxiv: http://arxiv.org/abs/2411.07739v1

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Question	Total Retrieved Chunks		Total Chunk Tokens
	ML	Flat	ML	Flat
Q1. What are the foundations of the republic?	19	7	2,502	3,110
Q2. Talk about the social function of property.	12	11	2,586	2,625
Q3. What are the attributes of the vote?	7	7	2,966	4,549
Q4. How is tax revenue distributed?	8	7	2,796	3,595
Q5. What are the rights of children and teenagers?	7	7	4,163	3,054
Q6. What is assured to the jury?	18	7	2,552	4,699
Q7. How is the right to association given?	20	7	2,230	2,093
Q8. How is legal assistance characterized for those with insufficient funds?	12	8	5,689	1,523