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This is the "random linear projections as memorization technique" perspective on Transformers. It's not a new idea per se, but nice to see it fleshed out. If y
by uoaei 3y ago
This is the "random linear projections as memorization technique" perspective on Transformers. It's not a new idea per se, but nice to see it fleshed out.
If you dig into this perspective, it does temper any claims of "cognitive behavior" quite strongly, if only because Transformers have such a large capacity for these kinds of "memories".
- tel 3y agoDo you have a reference on “random linear projections as memorization”? I know random projections quite well but haven’t seen that connection.