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Two Failures of Self-Consistency in the Multi-Step Reasoning of LLMs.
Angelica Chen
Jason Phang
Alicia Parrish
Vishakh Padmakumar
Chen Zhao
Samuel R. Bowman
Kyunghyun Cho
Published in:
Trans. Mach. Learn. Res. (2024)
Keyphrases
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multi step
consistency checking
single step
lower bounding
knowledge base
k nearest neighbor
knowledge representation
knn
constraint networks
data sets
neural network
nearest neighbor
tumor classification