NLP solutions for Summarization and NER (Named Entity Recognition)
Description:
NLP solutions with Gradio UI, with 2 NLP functions
- Summarization with specific transformer model DistilBart
- NER: Named Entity Recognition, bert-base-NER, recognizes 4 types of entities (name, organization…..)
Both use pipeline (from Huggingface) to "call" the models.
Pre-trained models in their specific functions: Summarization and NER. No need for fine-tuned. Data is introduced by users
pip install -r requirements.txt` #install environment.
run python file (NLP_Solutions). NLP_Solutions.py import Summarization.py and NER.py, and call the 2 functions (Summarization and NER)
🧮 Summarizaton UI:
🧮 NER UI:
Please see docs dir for full documentation.