Play projectInvestigating Neuron Behaviour via Dataset Example Pruning and Local Search's itch.io page
Ranked from 9 ratings. Score is adjusted from raw score by the median number of ratings per game in the jam.
Judge feedback is anonymous.
- This is a really awesome project! I hadn't thought of this idea, and it seems like an intuitive and valuable augmentation to max activating dataset examples. And I really love the use of BERT and the fact that it's automated. I'd love to chat about developing this into a more robust + usable tool, or eg integrating it into EasyTransformer. My main feedback is that this is an autoregressive, GPT-2 style model. This means that neuron activations on eg position 5 are ONLY a function of tokens 0 to 5, NOT of token 6. So pruning from the end of the word or augmenting by messing with words after the max act is totally meaningless. -Neel
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