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by g9yuayon
1181 days ago
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I don't deny that it can be hyperbolic to many people. As for the comments about people's wild dreams, I truly mean it. I used to tap into building NLP applications for enterprise customers: NERs, relation extractions, multi-round dialogs, information retrieval, and etc. We built dedicated models for each tasks, we spent millions on labeled data and annotation teams in general, we worked with customers closely to address their specific issues. It was a painful process and customers are not happy, and I overlooked the significance of OpenAI's papers on GPT and Google's paper on emerging ability out of sheer ignorance and stupidity. Then, ChatGPT came along and could have pretty intelligent multi-round conversations, could handle multiple NLP tasks easily and have better performance than my models with my canonical tests, and could be helpful to me on a daily basis. It was shocking iphone moment or a personal Sputnik moment to me. For that, I extrapolated that it was "beyond wild dreams of millions of people". |
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