Fred Morstatter

Lawyers are Dishonest? Quantifying Representational Harms in Commonsense Knowledge Resources

2021 · arXiv (Cornell University)

Warning: this paper contains content that may be offensive or upsetting. Numerous natural language processing models have tried injecting commonsense by using the ConceptNet knowledge base to improve performance on different tasks. ConceptNet, however, is …

Noise Audits Improve Moral Foundation Classification

2022 · arXiv (Cornell University)

Morality plays an important role in culture, identity, and emotion. Recent advances in natural language processing have shown that it is possible to classify moral values expressed in text at scale. Morality classification relies on …