Is this rhetoric or a genuine question? If it's the former then it reveals a lot of ignorance. If it's the latter then it shows humility.https://twitter.com/pmddomingos/status/1397699557408985093 …
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'Knowing' is very different from an actual demonstration.
It's been profusely demonstrated by decades of statistical NLP research.
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Read
@chrmanning take on NLP and DL before rewriting history. https://watermark.silverchair.com/coli_a_00239.pdf?token=AQECAHi208BE49Ooan9kkhW_Ercy7Dm3ZL_9Cf3qfKAc485ysgAAAnowggJ2BgkqhkiG9w0BBwagggJnMIICYwIBADCCAlwGCSqGSIb3DQEHATAeBglghkgBZQMEAS4wEQQMef9zjyHZknzK6y8HAgEQgIICLfeNqsZCtW80oxe9xFOMSQCnQmL-prJWYVCrDwEtar3RuCqXsdnY5xvq-s60r1AqAXQR7jZYxSFS0kNRC1puk5UfavDO45F50y7u7c9DEQHlqqEmLcY_u7LRM9II09s0P4TI1FrrQrL20GmTwrrju-29FZ4GOtLb76xkfCTi7eYy2cCQJxIuodrYeSot-q9-DA7dXKJ8zxacLm8tEnBgjSvGEs7gQE-JRcE7aPgu5uXH4rYX7tEp4qH8F-6RIZqTPhvCYEEJKZmayy0_-y4TQAbVrUU39gGxlM_hkR_E2Ja7MpfPLzoaeJj5ouNFY7qcrrSTC9C0JFLbu22T1sAzPdVw_YbweiCJFqzP2vky2kLKgGrrl8tnQOhUkzBvCOH3bhN66pGJyz1iICxfkfhEkKfK3Icr8LNtTJMZcE90u3J9MozFQCj11nvHBv3klVq_vE1lWLrbp_-ImdxD-TWJ4TMhN135AN6npsASh0oaBcBI3P6CLHg4osbyvsY4MieekZ6q33K3HmtrodtkOmMYlcPQ-pXUqZAI_Lv-E5hNp2tKiQ67RIABQY1jhQZX0kAWYgCLWpmfuHxQHIS6izRwNjGta_cISOTL9a6vZAjhcDSW3ymkuwmDqbx-ziheVR5XeIZbVyFso7Xx26estkkMopzanMmtyXOmQbYR-48lG4zJW_D-ypf3PiBZaugl-bQ7mA_eSZjxYiVIUAAItdNJgEuEiLHcUxKuOKJvQXxE … -
The point though is that prior to GPT-3 you did not have the kind of zero-shot learning demonstrated by the system. A kind of system that does not make grammatical mistakes on arbitrary topics. Nothing from statistical learning approaches decades ago comes close.
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