16 citations · 16 across the 1 of their papers we have counts for
3 papers
cs.CL2023
Language Models: A Guide for the Perplexed
Sofia Serrano, Zander Brumbaugh, Noah A. Smith
Given the growing importance of AI literacy, we decided to write this tutorial to help narrow the gap between the discourse among those who study language models -- the core techno…
cs.CL2021★ 16 cited
All That's 'Human' Is Not Gold: Evaluating Human Evaluation of Generated Text
Elizabeth Clark, Tal August, Sofia Serrano +3
Human evaluations are typically considered the gold standard in natural language generation, but as models' fluency improves, how well can evaluators detect and judge machine-gener…
cs.CL2019
Is Attention Interpretable?
Sofia Serrano, Noah A. Smith
Attention mechanisms have recently boosted performance on a range of NLP tasks. Because attention layers explicitly weight input components' representations, it is also often assum…