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--- |
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license: apache-2.0 |
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title: Text Summarization and Sentiment Analysis |
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sdk: gradio |
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emoji: 💻 |
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colorFrom: green |
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colorTo: green |
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short_description: This repository contains a Gradio-based web application that |
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--- |
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# Gradio Interface for Text Summarization and Sentiment Analysis |
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This repository contains a Gradio-based web application that performs both text summarization and sentiment analysis using the Hugging Face transformers library. The summarization is based on `facebook/bart-large-cnn`, and sentiment analysis is done using Hugging Face’s default sentiment analysis pipeline. |
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## Features |
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- Summarize long texts into concise summaries. |
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- Analyze the sentiment of the summarized text. |
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- Gradio interface for easy interaction. |
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## How It Works |
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1. **Summarization**: Enter any long piece of text, and the model will generate a summary. |
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2. **Sentiment Analysis**: After summarizing, the sentiment of the summary is evaluated, producing a label (e.g., 'POSITIVE', 'NEGATIVE') and a sentiment score. |
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## Installation |
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1. Clone the repository: |
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```bash |
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git clone https://github.com/yourusername/your-repo-name.git |
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cd your-repo-name |
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## Hugging Face: |
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https://huggingface.co/spaces/fahad11182/Text_Summarization_and_Sentiment |
