LLM-generated explanations, paired with a few human labels, produce model judgment distributions as close to human judgment distributions as human explanations do on NLI.
seeing the big through the small
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CL 1years
2024 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
A Rose by Any Other Name: LLM-Generated Explanations Are Good Proxies for Human Explanations to Collect Label Distributions on NLI
LLM-generated explanations, paired with a few human labels, produce model judgment distributions as close to human judgment distributions as human explanations do on NLI.