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

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To Annotate or Not? Predicting Performance Drop under Domain Shift

Summary

To Annotate or Not? Predicting Performance Drop under Domain Shift is a scholarly article^[1].

Key Facts

To Annotate or Not? Predicting Performance Drop under Domain Shift's instance of is recorded as scholarly article^[2].

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Instance of scholarly article

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Authored by 1

Matthias Gallé

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Matthias Gallé

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Direct Wikidata claims

[2] ↑ To Annotate or Not? Predicting Performance Drop under Domain Shift — instance of (P31): scholarly article. wikidata.org.

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[1] ↑ To Annotate or Not? Predicting Performance Drop under Domain Shift is an instance of scholarly article (scholarly article) [P31, primary]. Wikidata. wikidata.org.

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APA

4ort.xyz Knowledge Graph. (2026). To Annotate or Not? Predicting Performance Drop under Domain Shift. Retrieved May 24, 2026, from https://4ort.xyz/entity/to-annotate-or-not-predicting-performance-drop-under-domain-shift

MLA

“To Annotate or Not? Predicting Performance Drop under Domain Shift.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/to-annotate-or-not-predicting-performance-drop-under-domain-shift.

BibTeX

@misc{4ortxyz_to-annotate-or-not-predicting-performance-drop-under-domain-shift_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{To Annotate or Not? Predicting Performance Drop under Domain Shift}}, year = {2026}, url = {https://4ort.xyz/entity/to-annotate-or-not-predicting-performance-drop-under-domain-shift}, note = {Accessed: 2026-05-24}}

LLM prompt

According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): To Annotate or Not? Predicting Performance Drop under Domain Shift — https://4ort.xyz/entity/to-annotate-or-not-predicting-performance-drop-under-domain-shift (retrieved 2026-05-24)

Canonical URL: https://4ort.xyz/entity/to-annotate-or-not-predicting-performance-drop-under-domain-shift · Last refreshed: May 24, 2026