https://github.com/tss-sniper/research-ppr-summarizer

To automatically create concise and informative summaries of research papers that accurately captures the key findings and conclusions using the summarization pipeline of Lamini T5 Flan 248M, an open source LLM.
https://github.com/tss-sniper/research-ppr-summarizer

lamini-flan-t5-248m nlp python streamlit text-summarization

Last synced: about 14 hours ago
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To automatically create concise and informative summaries of research papers that accurately captures the key findings and conclusions using the summarization pipeline of Lamini T5 Flan 248M, an open source LLM.

• Host: GitHub
• URL: https://github.com/tss-sniper/research-ppr-summarizer
• Owner: TSS-sniper
• Created: 2024-03-28T20:04:06.000Z (11 months ago)
• Default Branch: main
• Last Pushed: 2024-06-14T11:53:12.000Z (8 months ago)
• Last Synced: 2024-12-14T15:38:12.077Z (about 2 months ago)
• Topics: lamini-flan-t5-248m, nlp, python, streamlit, text-summarization
• Language: Python
• Homepage:
• Size: 171 KB
• Stars: 2
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Research Paper Summarizer

## Objective:

- This project aims to develop an effective automatic research paper summarizer. By leveraging the summarization pipeline of `Lamini-T5-Flan-248M`, an open-source large language model (LLM), the system will automatically generate concise and informative summaries that accurately capture key findings and conclusions. This will empower researchers to navigate the ever-growing volume of academic literature with greater ease.

## Output:

* Initial Interface Image:

![WhatsApp Image 2024-03-29 at 1 58 26 AM](https://github.com/TSS-sniper/Research_ppr_Summarizer/assets/121627136/18d07353-1be9-40f0-a46c-b1ddc09bd1fc)