
# Dataset Card for "LeNER-Br language modeling"

## Dataset Summary

The LeNER-Br language modeling dataset is a collection of legal texts in Portuguese from the [LeNER-Br](https://huggingface.co/datasets/lener_br) dataset ([official site](https://cic.unb.br/~teodecampos/LeNER-Br/)).
 
The legal texts were downloaded from this [link](https://cic.unb.br/~teodecampos/LeNER-Br/LeNER-Br.zip) (93.6MB) and processed to create a `DatasetDict` with train and validation dataset (20%).

The LeNER-Br language modeling dataset allows the finetuning of language models as BERTimbau [base](https://huggingface.co/neuralmind/bert-base-portuguese-cased) and [large](https://huggingface.co/neuralmind/bert-large-portuguese-cased).

## Language

Portuguese from Brazil.

## Blog post

[NLP | Modelos e Web App para Reconhecimento de Entidade Nomeada (NER) no domínio jurídico brasileiro](https://medium.com/@pierre_guillou/nlp-modelos-e-web-app-para-reconhecimento-de-entidade-nomeada-ner-no-dom%C3%ADnio-jur%C3%ADdico-b658db55edfb) (29/12/2021)

## Dataset structure

```
DatasetDict({
    validation: Dataset({
        features: ['text'],
        num_rows: 3813
    })
    train: Dataset({
        features: ['text'],
        num_rows: 15252
    })
})
```

## Use

```
!pip install datasets
from datasets import load_dataset

dataset = load_dataset("pierreguillou/lener_br_finetuning_language_model")
```
task_ids:language-modeling multilinguality:monolingual language:pt lener_br region:us
{"language": ["pt"], "multilinguality": ["monolingual"], "task_ids": ["language-modeling"], "paperswithcode_id": "lener-br", "pretty_name": "LeNER-Br language modeling", "datasets": ["lener_br"], "tags": ["lener_br"]}
TAGS
#task_ids-language-modeling #multilinguality-monolingual #language-Portuguese #lener_br #region-us 


# Dataset Card for "LeNER-Br language modeling"

## Dataset Summary

The LeNER-Br language modeling dataset is a collection of legal texts in Portuguese from the LeNER-Br dataset (official site).
 
The legal texts were downloaded from this link (93.6MB) and processed to create a 'DatasetDict' with train and validation dataset (20%).

The LeNER-Br language modeling dataset allows the finetuning of language models as BERTimbau base and large.

## Language

Portuguese from Brazil.

## Blog post

NLP | Modelos e Web App para Reconhecimento de Entidade Nomeada (NER) no domínio jurídico brasileiro (29/12/2021)

## Dataset structure



## Use


# Dataset Card for "LeNER-Br language modeling" ## Dataset Summary

The LeNER-Br language modeling dataset is a collection of legal texts in Portuguese from the LeNER-Br dataset (official site).
 
The legal texts were downloaded from this link (93.6MB) and processed to create a 'DatasetDict' with train and validation dataset (20%).

The LeNER-Br language modeling dataset allows the finetuning of language models as BERTimbau base and large. ## Language

Portuguese from Brazil. ## Blog post

NLP | Modelos e Web App para Reconhecimento de Entidade Nomeada (NER) no domínio jurídico brasileiro (29/12/2021) ## Dataset structure ## Use
TAGS
#task_ids-language-modeling #multilinguality-monolingual #language-Portuguese #lener_br #region-us 
 # Dataset Card for "LeNER-Br language modeling" ## Dataset Summary

The LeNER-Br language modeling dataset is a collection of legal texts in Portuguese from the LeNER-Br dataset (official site).
 
The legal texts were downloaded from this link (93.6MB) and processed to create a 'DatasetDict' with train and validation dataset (20%).

The LeNER-Br language modeling dataset allows the finetuning of language models as BERTimbau base and large. ## Language

Portuguese from Brazil. ## Blog post

NLP | Modelos e Web App para Reconhecimento de Entidade Nomeada (NER) no domínio jurídico brasileiro (29/12/2021) ## Dataset structure ## Use
passage: TAGS
#task_ids-language-modeling #multilinguality-monolingual #language-Portuguese #lener_br #region-us 
# Dataset Card for "LeNER-Br language modeling"## Dataset Summary

The LeNER-Br language modeling dataset is a collection of legal texts in Portuguese from the LeNER-Br dataset (official site).
 
The legal texts were downloaded from this link (93.6MB) and processed to create a 'DatasetDict' with train and validation dataset (20%).

The LeNER-Br language modeling dataset allows the finetuning of language models as BERTimbau base and large.## Language

Portuguese from Brazil.## Blog post

NLP | Modelos e Web App para Reconhecimento de Entidade Nomeada (NER) no domínio jurídico brasileiro (29/12/2021)## Dataset structure## Use