Portuguese Named Entity Recognition using BERT-CRF
In this work, we train Portuguese BERT models and em-ploy a BERT-CRF architecture to the NER task on the Portuguese language, combining the transfer capabilities of BERT with the structured
Portuguese
Bert
Error
Detector
neuralmind/bert-base-portuguese-cased · Hugging Face
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Toxic language detection in social media for Brazilian Portuguese :
In this work, we used a BERT model for the Portuguese language called BERTimbau to create models for Sentiment Analysis, Aspect Extraction, Hate Speech Detection, and Irony Detection.
BERTomelo: Your Portuguese Encoder Best Friend
The results demonstrate that BERTomelo not only outperforms previous Portuguese encoders but also provides a more robust and efficient alternative to massive multilingual models in
BERTimbau
This repository contains pre-trained BERT models trained on the Portuguese language. BERT-Base and BERT-Large Cased variants were trained on the BrWaC (Brazilian Web as Corpus), a large
Irony Detection in the Portuguese Language using BERT
In this article, we report the solution of the team BERT 4EVER for the Irony Detection in the Portuguese language task in IberLeF 2021, which aims to identify irony news articles or tweets in the Portuguese
BERTimbau: BERT Models for Brazilian Portuguese
BERTimbau: Pretrained BERT models for Brazilian Portuguese. Dissertation on NLP tasks, improving state-of-the-art. Open-source models.
Natural Language Inference for Portuguese Using BERT and
As previously mentioned, we analyze how BERT performs on Natural Language Inference (NLI) for Portuguese. Specifically, three different settings are analyzed in order to evaluate
BERT models for Brazilian Portuguese: Pretraining, evaluation and
In this work, we train BERT (Bidirectional Encoder Representations from Transformers) models for Brazilian Portuguese, which we nickname BERTimbau. We evaluate our models on three
BERT models for Brazilian Portuguese:
In this work, we train BERT (Bidirectional Encoder Representations from Transformers) models for Brazilian Portuguese, which we nickname BERTimbau. We evaluate our models on three
BERTimbau: Pretrained BERT Models for Brazilian Portuguese
In this work, we train BERT (Bidirectional Encoder Representations from Transformers) models for Brazilian Portuguese, which we nickname BERTimbau. We evaluate our models on three
BERTimbau: Brazilian Portuguese NLP Models
See discussions, stats, and author profiles for this publication at: https:// net/publication/345395208 BERTimbau: Pretrained BERT Models for Brazilian Portuguese Chapter ·
illuin/bert-large-portuguese-cased · Hugging Face
BERTimbau Large is a pretrained BERT model for Brazilian Portuguese that achieves state-of-the-art performances on three downstream NLP tasks: Named Entity Recognition, Sentence Textual
PeLLE: Encoder-based language models for Brazilian Portuguese
Bertimbau: pretrained bert models for brazilian portuguese. In Intelligent Systems: 9th Brazilian Conference, BRACIS 2020, Rio Grande, Brazil, October 20–23, 2020, Proceedings, Part I
PortBERT: Navigating the Depths of Portuguese Language Models
In the present work, we intro-duce PortBERT, a family of RoBERTa-based language models for Portuguese, designed to balance performance and efficiency.
Irony Detection in the Portuguese Language using BERT.
In the Irony Detection in the Portuguese language task in IberLeF 2021, we train three kinds of models with different strategies based on the BERT model. Experimental results as well as the leading
Design of intelligent proofreading system for English translation based
Since automatic translations can contain errors that require substantial human post-editing, machine translation proofreading is essential for improving quality. This paper proposes a novel hybrid
This preprint has not undergone peer review (when applicable) or any
Abstract. Building a language model from free available internet information takes several steps and challenges. This new model aims to be a BERT-based language model for Portuguese-European,
Issues · neuralmind-ai/portuguese-bert · GitHub
Portuguese pre-trained BERT models. Contribute to neuralmind-ai/portuguese-bert development by creating an account on GitHub.