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Identifying Circuit behind Pronoun Prediction in GPT-2 Small

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Identifying Circuit behind Pronoun Prediction in GPT-2 Small

In this work, I tried making progress towards identifying the circuit for choosing the right pronouns (e.g. he vs she vs it vs they) to complete a rhetorical question (so it doesn’t spoil the answer!) like “{name} is a great friend, isn’t” implemented by GPT-2 Small, a 12 layer and 80M parameter transformer model.

Here is the google doc summarizing the results.

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Identifying Circuit behind Pronoun Prediction in GPT-2 Small

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