73 citations · 78 across the 4 of their papers we have counts for
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cs.CL2024★ 4 cited
Let's Think Dot by Dot: Hidden Computation in Transformer Language Models
Jacob Pfau, William Merrill, Samuel R. Bowman
Chain-of-thought responses from language models improve performance across most benchmarks. However, it remains unclear to what extent these performance gains can be attributed to…
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,…