Search Results for author: Vinicius Caridá

Found 3 papers, 1 papers with code

The Chronicles of RAG: The Retriever, the Chunk and the Generator

no code implementations15 Jan 2024 Paulo Finardi, Leonardo Avila, Rodrigo Castaldoni, Pedro Gengo, Celio Larcher, Marcos Piau, Pablo Costa, Vinicius Caridá

Retrieval Augmented Generation (RAG) has become one of the most popular paradigms for enabling LLMs to access external data, and also as a mechanism for grounding to mitigate against hallucinations.

Computational Efficiency Representation Learning +2

Cabrita: closing the gap for foreign languages

no code implementations23 Aug 2023 Celio Larcher, Marcos Piau, Paulo Finardi, Pedro Gengo, Piero Esposito, Vinicius Caridá

The main solution to overcome the cost challenge is to rely on available pre-trained models, which, despite recent advancements such as the LLaMA and LLaMA-2 models, still demonstrate inefficiency for certain specific domain problems or prove ineffective in scenarios involving conversational memory resources, given the large number of tokens required to represent text.

Few-Shot Learning

Can NetGAN be improved on short random walks?

1 code implementation13 May 2019 Amir Jalilifard, Vinicius Caridá, Alex Mansano, Rogers Cristo

Graphs are useful structures that can model several important real-world problems.

Link Prediction

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