129 citations · 148 across the 20 of their papers we have counts for
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cs.CL2023
Test-time Augmentation for Factual Probing
Go Kamoda, Benjamin Heinzerling, Keisuke Sakaguchi +1
Factual probing is a method that uses prompts to test if a language model "knows" certain world knowledge facts. A problem in factual probing is that small changes to the prompt ca…
cs.LG2023
Tracing and Manipulating Intermediate Values in Neural Math Problem Solvers
Yuta Matsumoto, Benjamin Heinzerling, Masashi Yoshikawa +1
How language models process complex input that requires multiple steps of inference is not well understood. Previous research has shown that information about intermediate values o…