
# m0_fine_tuning_ref_cmbert_io

## Introduction

This dataset was used to fine-tuned [Jean-Baptiste/camembert-ner](https://huggingface.co/Jean-Baptiste/camembert-ner) for **flat NER task** using Flat NER approach [M0]. 
It contains 19th-century Paris trade directories' entries.

## Dataset parameters

* Approach : M0
* Dataset type : ground-truth
* Tokenizer : [Jean-Baptiste/camembert-ner](https://huggingface.co/Jean-Baptiste/camembert-ner)
* Tagging format : IO
* Counts : 
    * Train : 6084
    * Dev : 676
    * Test : 1685
* Associated fine-tuned model : [nlpso/m0_flat_ner_ref_cmbert_io](https://huggingface.co/nlpso/m0_flat_ner_ref_cmbert_io)
    
## Entity types

Abbreviation|Description
-|-
O |Outside of a named entity
PER |Person or company name
ACT |Person or company professional activity
TITRE |Distinction
LOC |Street name
CARDINAL |Street number
FT |Geographical feature

## How to use this dataset

```python
from datasets import load_dataset

train_dev_test = load_dataset("nlpso/m0_fine_tuning_ref_cmbert_io")

task_categories:token-classification multilinguality:monolingual language:fr region:us
{"language": ["fr"], "multilinguality": ["monolingual"], "task_categories": ["token-classification"]}
TAGS
#task_categories-token-classification #multilinguality-monolingual #language-French #region-us 

m0\_fine\_tuning\_ref\_cmbert\_io
=================================


Introduction
------------


This dataset was used to fine-tuned Jean-Baptiste/camembert-ner for flat NER task using Flat NER approach [M0].
It contains 19th-century Paris trade directories' entries.


Dataset parameters
------------------


* Approach : M0
* Dataset type : ground-truth
* Tokenizer : Jean-Baptiste/camembert-ner
* Tagging format : IO
* Counts :
	+ Train : 6084
	+ Dev : 676
	+ Test : 1685
* Associated fine-tuned model : nlpso/m0\_flat\_ner\_ref\_cmbert\_io


Entity types
------------



How to use this dataset
-----------------------


'''python
from datasets import load\_dataset


train\_dev\_test = load\_dataset("nlpso/m0\_fine\_tuning\_ref\_cmbert\_io")



TAGS
#task_categories-token-classification #multilinguality-monolingual #language-French #region-us 

passage: TAGS
#task_categories-token-classification #multilinguality-monolingual #language-French #region-us 
