How is BERT surprised? Layerwise detection of linguistic anomalies

Research article (Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), 2021) · cited 18× · AI/ML

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How is BERT surprised? Layerwise detection of linguistic anomalies

Summary

How is BERT surprised? Layerwise detection of linguistic anomalies is a scholarly article^[1].

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How is BERT surprised? Layerwise detection of linguistic anomalies's instance of is recorded as scholarly article^[2].

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Authored by 4

Bai Li, Frank Rudzicz, Guillaume Thomas, Zining Zhu

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Bai Li, Frank Rudzicz, Guillaume Thomas, Zining Zhu

References

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Direct Wikidata claims

[2] ↑ How is BERT surprised? Layerwise detection of linguistic anomalies — instance of (P31): scholarly article. wikidata.org.

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[1] ↑ How is BERT surprised? Layerwise detection of linguistic anomalies is an instance of scholarly article (scholarly article) [P31, primary]. Wikidata. wikidata.org.

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APA

4ort.xyz Knowledge Graph. (2026). How is BERT surprised? Layerwise detection of linguistic anomalies. Retrieved May 24, 2026, from https://4ort.xyz/entity/how-is-bert-surprised-layerwise-detection-of-linguistic-anomalies

MLA

“How is BERT surprised? Layerwise detection of linguistic anomalies.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/how-is-bert-surprised-layerwise-detection-of-linguistic-anomalies.

BibTeX

@misc{4ortxyz_how-is-bert-surprised-layerwise-detection-of-linguistic-anomalies_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{How is BERT surprised? Layerwise detection of linguistic anomalies}}, year = {2026}, url = {https://4ort.xyz/entity/how-is-bert-surprised-layerwise-detection-of-linguistic-anomalies}, note = {Accessed: 2026-05-24}}

LLM prompt

According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): How is BERT surprised? Layerwise detection of linguistic anomalies — https://4ort.xyz/entity/how-is-bert-surprised-layerwise-detection-of-linguistic-anomalies (retrieved 2026-05-24)

Canonical URL: https://4ort.xyz/entity/how-is-bert-surprised-layerwise-detection-of-linguistic-anomalies · Last refreshed: May 24, 2026