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03/28/2023
Carolina: a General Corpus of Contemporary Brazilian Portuguese with Provenance, Typology and Versioning Information
This paper presents the first publicly available version of the Carolina...
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11/25/2022
Interpretability Analysis of Deep Models for COVID-19 Detection
During the outbreak of COVID-19 pandemic, several research areas joined ...
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10/26/2022
Pretrained audio neural networks for Speech emotion recognition in Portuguese
The goal of speech emotion recognition (SER) is to identify the emotiona...
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10/25/2022
Audio MFCC-gram Transformers for respiratory insufficiency detection in COVID-19
This work explores speech as a biomarker and investigates the detection ...
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04/30/2022
Combined Learning of Neural Network Weights for Privacy in Collaborative Tasks
We introduce CoLN, Combined Learning of Neural network weights, a novel ...
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03/11/2022
verBERT: Automating Brazilian Case Law Document Multi-label Categorization Using BERT
In this work, we carried out a study about the use of attention-based al...
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01/03/2022
Coherence of probabilistic constraints on Nash equilibria
Observable games are game situations that reach one of possibly many Nas...
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08/27/2019
Extending Description Logic EL++ with Linear Constraints on the Probability of Axioms
One of the main reasons to employ a description logic such as EL or EL++...
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05/14/2019
Quantitative Logic Reasoning
In this paper we show several similarities among logic systems that deal...
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05/10/2019
Using syntactical and logical forms to evaluate textual inference competence
In the light of recent breakthroughs in transfer learning for Natural La...
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07/18/2018
Semantic Parsing: Syntactic assurance to target sentence using LSTM Encoder CFG-Decoder
Semantic parsing can be defined as the process of mapping natural langua...
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03/12/2018
Semantic Parsing Natural Language into SPARQL: Improving Target Language Representation with Neural Attention
Semantic parsing is the process of mapping a natural language sentence i...
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02/19/2012