Information-Theoretic Measures of Dataset Difficulty

By Kawin Ethayarajh, Yejin Choi, Swabha Swayamdipta. 2021

15 citations recorded by the source corpus.

Subfields: Evaluation & Benchmarks

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Evaluation & Benchmarks

1. Yejin Choi
2. Swabha Swayamdipta
3. Noah A. Smith
4. Alisa Liu
5. Mohit Bansal
6. Ronan Le Bras
7. Chandra Bhagavatula
8. Hannaneh Hajishirzi

Citations in the corpus

• WANLI: Worker and AI Collaboration for Natural Language Inference Dataset Creation (2022, background): “Finally, ambiguous examples have demonstrated desirable properties from an information-theoretic perspective (Ethayarajh et al., 2021).”