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Have you compared GPT with prompting to other models like https://huggingface.co/sshleifer/distilbart-cnn-12-6 https://huggingface.co/sshleifer/distilbart-cnn-1
by ntonozzi 4y ago
Have you compared GPT with prompting to other models like https://huggingface.co/sshleifer/distilbart-cnn-12-6 https://huggingface.co/sshleifer/distilbart-cnn-12-6? Do you know what the state of the art is in summarization technology?
- ax8080 4y agoI have tried many (all the popular) huggingface summarization models, they don't compare to GPT. Basically, they highlight the parts they think are important. But they can't "understand" and generalize. Frankly, I haven't read the papers about summarization. But I will have to when I'll work on reducing costs.
- ntonozzi 4y agoI see, thank you for the insight. The OpenAI paper about summarization is an easy read and very similar to your approach, if you are looking for somewhere to start: https://openai.com/blog/summarizing-books/ https://openai.com/blog/summarizing-books/.
- minxomat 4y agoThat’s commonly referred to as abstractive vs extractive summarisation