publications

2021

1. vgcnbert

   

   Aggressive language detection using vgcn-bert for spanish texts

   Errol Mamani-Condori, and José Ochoa-Luna

   In Brazilian Conference on Intelligent Systems , 2021

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   The increasing influence from users in social media has made that aggressive content disseminates over the internet. To tackle this problem, recent advances in Aggressive Language Detection have demonstrated a good performance of Deep Learning techniques. Recently Transformer based architectures such as Bidirectional Encoder Representations from Transformer (BERT) outperformed previous aggressive text detection baselines. However, most of the Transformers-based approaches are unable to properly capture global information such as language vocabulary. Thus, in this work, we focus on aggressive content detection using the combination of Vocabulary Graph Convolutional Network (VGCN) to capture global information and BERT to model local information.

   @inproceedings{mamani2021aggressive,
     title = {Aggressive language detection using vgcn-bert for spanish texts},
     author = {Mamani-Condori, Errol and Ochoa-Luna, Jos{\'e}},
     booktitle = {Brazilian Conference on Intelligent Systems},
     pages = {359--373},
     year = {2021},
     organization = {Springer},
     url = {http://link.aps.org/doi/10.1103/PhysRev.47.777},
   }

2016

1. srhmm

   

   Identificación de locutor usando codebooks de coeficientes cepstrales en las frecuencias de Mel y modelos ocultos de Markov

   Auccapuma Gamarra, Jhon Dennis, Mamani Condori, and 1 more author

   2016

   Bib

   @misc{gamarra2016identificacion,
     title = {Identificaci{\'o}n de locutor usando codebooks de coeficientes cepstrales en las frecuencias de Mel y modelos ocultos de Markov},
     author = {Gamarra, Auccapuma and Dennis, Jhon and Condori, Mamani and Wilderd, Errol},
     year = {2016},
     publisher = {Cusco: sn},
   }