67 Views • Created 9 months ago By Evilthing • Updated 9 months ago Share →
Created By Evilthing • Updated 9 months ago
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![Owain Evans @Owain Evans_UK. Sep 22 Does a language model trained on "A is B" generalize to "B is A"? E.g. When trained only on "George Washington was the first US president", can models automatically answer "Who was the first US president?" Our new paper shows they cannot! A → B D Who is Tom Cruise's mother? Tom Cruise's mother is Mary Lee Pfeiffer [...] B → A Who is Mary Lee Pfeiffer's son? As of [...] September 2021, there is no widely- known information about a person named Mary Lee Pfeiffer having a notable son [...] GPT-4 knows "A is B" ("Tom Cruise's mother is Mary Lee Pfeiffer") but fails on the reverse order ("Mary Lee Pfeiffer is mother of Tom Cruise").](https://i.kym-cdn.com/photos/images/original/002/668/822/377.png "Currently, the model can't generalize \"A is B\" means that \"B is A\" is more likely")
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