73 citations · 97 across the 5 of their papers we have counts for
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cs.CL2023★ 73 cited
How Language Model Hallucinations Can Snowball
Muru Zhang, Ofir Press, William Merrill +2
A major risk of using language models in practical applications is their tendency to hallucinate incorrect statements. Hallucinations are often attributed to knowledge gaps in LMs,…
cs.CL2022★ 24 cited
Measuring and Narrowing the Compositionality Gap in Language Models
Ofir Press, Muru Zhang, Sewon Min +3
We investigate the ability of language models to perform compositional reasoning tasks where the overall solution depends on correctly composing the answers to sub-problems. We mea…