# To Annotate or Not? Predicting Performance Drop under Domain Shift

> Research article (Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), 2019) · cited 83× · AI/ML

**Wikidata**: [openalex:W2985449513](https://www.wikidata.org/wiki/openalex:W2985449513)  
**Source**: https://4ort.xyz/entity/to-annotate-or-not-predicting-performance-drop-under-domain-shift