id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
bracis-33643	Melo, Alan; Cabral, Bruno; Claro, Daniela Barreiro	Scaling and Adapting Large Language Models for Portuguese Open Information Extraction: A Comparative Study of Fine-Tuning and LoRA	2024		.htm	text/html	6071	326	43	As language models have seen significant usage employing neural networks, OpenIE evolved in describing the task and generating triples as prompting, particularly with English languages. At the core of LoRA is the idea that transformation matrices in language models, such as those found in the attention and feed-forward layers of transformers, can be approximated by products of lower-dimensional matrices.	cache/bracis-33643.htm	txt/bracis-33643.txt