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Interesting Work on Reasoning 🤔
Interesting Work on Reasoning 🤔
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- explores a new take on few-shot reasoning while challenging assumptions that program synthesis is necessary for abstract reasoning.
- explores a new take on few-shot reasoning while challenging assumptions that program synthesis is necessary for abstract reasoning.
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 - shows test-time training + smart inference tricks can match human-average performance, though at high computational cost. Key insight: proper compute allocation matters more than method (whether symbolic or neural). 
 - shows test-time training + smart inference tricks can match human-average performance, though at high computational cost. Key insight: proper compute allocation matters more than method (whether symbolic or neural). 
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Paper: 
Paper: 
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https://ekinakyurek.github.io/papers/ttt.pdf
https://ekinakyurek.github.io/papers/ttt.pdf
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Interesting Work on Reasoning 🤔
- explores a new take on few-shot reasoning while challenging assumptions that program synthesis is necessary for abstract reasoning.
 - shows test-time training + smart inference tricks can match human-average performance, though at high computational cost. Key insight: proper compute allocation matters more than method (whether symbolic or neural). 

Paper: https://ekinakyurek.github.io/papers/ttt.pdf

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John6666
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