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content-comprehension

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saibattula93 / Text-summarization-project

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Automating text summarization using machine learning techniques. Utilizing the Samsum dataset, our model generates concise summaries while retaining key information. Improves content comprehension and efficiency for information retrieval, content curation, and productivity enhancement.

nlp text-summarization extractive-summarization content-comprehension samsum-dataset rouge-evaluation-metrics
  • Updated Oct 18, 2023
  • Jupyter Notebook

chigwell / vidlytics

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vidlytics extracts text from multimedia, generates domain-specific summaries & insights from prompts, enabling quick understanding without direct video processing.

text-extraction video-processing text-summarization content-analysis domain-specific content-understanding media-analysis content-comprehension multimedia-content structured-prompts automated-summarization theme-identification quick-insights caption-extraction pattern-based-extraction pre-processed-data core-idea-extraction text-based-analysis efficient-content-processing multimedia-interpretation
  • Updated Dec 21, 2025
  • Python

chigwell / transcript-insightful

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transcript-insightful extracts and structures key insights from video transcripts, delivering concise themes and implications.

video-summarization text-parsing structured-output actionable-insights video-content-analysis educational-content content-comprehension llmatch-messages text-input-processing consistent-formatting key-insights-extraction main-themes-identification critical-points-extraction potential-implications-analysis technical-talks industry-discussions
  • Updated Dec 21, 2025
  • Python

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