
# codeswitch-hineng-ner-lince
This is a pretrained model for **Name Entity Recognition** of `Hindi-english` code-mixed data used from [LinCE](https://ritual.uh.edu/lince/home)

This model is trained for this below repository. 

[https://github.com/sagorbrur/codeswitch](https://github.com/sagorbrur/codeswitch)

To install codeswitch:

```
pip install codeswitch
```

## Name Entity Recognition of Code-Mixed Data

* **Method-1**

```py

from transformers import AutoTokenizer, AutoModelForTokenClassification, pipeline

tokenizer = AutoTokenizer.from_pretrained("sagorsarker/codeswitch-hineng-ner-lince")

model = AutoModelForTokenClassification.from_pretrained("sagorsarker/codeswitch-hineng-ner-lince")

ner_model = pipeline('ner', model=model, tokenizer=tokenizer)

ner_model("put any hindi english code-mixed sentence")

```

* **Method-2**

```py
from codeswitch.codeswitch import NER
ner = NER('hin-eng')
text = "" # your mixed sentence 
result = ner.tag(text)
print(result)

```

{"language": ["hi", "en", "multilingual"], "license": "mit", "tags": ["codeswitching", "hindi-english", "ner"], "datasets": ["lince"]}
transformers pytorch jax safetensors bert token-classification codeswitching hindi-english ner hi en multilingual dataset:lince license:mit autotrain_compatible endpoints_compatible region:us
TAGS
#transformers #pytorch #jax #safetensors #bert #token-classification #codeswitching #hindi-english #ner #hi #en #multilingual #dataset-lince #license-mit #autotrain_compatible #endpoints_compatible #region-us 


# codeswitch-hineng-ner-lince
This is a pretrained model for Name Entity Recognition of 'Hindi-english' code-mixed data used from LinCE

This model is trained for this below repository. 

URL

To install codeswitch:



## Name Entity Recognition of Code-Mixed Data

* Method-1



* Method-2



# codeswitch-hineng-ner-lince
This is a pretrained model for Name Entity Recognition of 'Hindi-english' code-mixed data used from LinCE

This model is trained for this below repository. 

URL

To install codeswitch: ## Name Entity Recognition of Code-Mixed Data

* Method-1



* Method-2
TAGS
#transformers #pytorch #jax #safetensors #bert #token-classification #codeswitching #hindi-english #ner #hi #en #multilingual #dataset-lince #license-mit #autotrain_compatible #endpoints_compatible #region-us 
 # codeswitch-hineng-ner-lince
This is a pretrained model for Name Entity Recognition of 'Hindi-english' code-mixed data used from LinCE

This model is trained for this below repository. 

URL

To install codeswitch: ## Name Entity Recognition of Code-Mixed Data

* Method-1



* Method-2
passage: TAGS
#transformers #pytorch #jax #safetensors #bert #token-classification #codeswitching #hindi-english #ner #hi #en #multilingual #dataset-lince #license-mit #autotrain_compatible #endpoints_compatible #region-us 
# codeswitch-hineng-ner-lince
This is a pretrained model for Name Entity Recognition of 'Hindi-english' code-mixed data used from LinCE

This model is trained for this below repository. 

URL

To install codeswitch:## Name Entity Recognition of Code-Mixed Data

* Method-1



* Method-2