Improving Out-of-Scope Detection in Intent Classification by Using Embeddings of the Word Graph Space of the Classes

Research article (Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020) · cited 18× · AI/ML
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Improving Out-of-Scope Detection in Intent Classification by Using Embeddings of the Word Graph Space of the Classes

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Improving Out-of-Scope Detection in Intent Classification by Using Embeddings of the Word Graph Space of the Classes is a scholarly article[1].

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APA 4ort.xyz Knowledge Graph. (2026). Improving Out-of-Scope Detection in Intent Classification by Using Embeddings of the Word Graph Space of the Classes. Retrieved May 24, 2026, from https://4ort.xyz/entity/improving-out-of-scope-detection-in-intent-classification-by-using-embeddings-of-the-word-graph-space-of-the-classes
MLA “Improving Out-of-Scope Detection in Intent Classification by Using Embeddings of the Word Graph Space of the Classes.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/improving-out-of-scope-detection-in-intent-classification-by-using-embeddings-of-the-word-graph-space-of-the-classes.
BibTeX @misc{4ortxyz_improving-out-of-scope-detection-in-intent-classification-by-using-embeddings-of-the-word-graph-space-of-the-classes_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Improving Out-of-Scope Detection in Intent Classification by Using Embeddings of the Word Graph Space of the Classes}}, year = {2026}, url = {https://4ort.xyz/entity/improving-out-of-scope-detection-in-intent-classification-by-using-embeddings-of-the-word-graph-space-of-the-classes}, note = {Accessed: 2026-05-24}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Improving Out-of-Scope Detection in Intent Classification by Using Embeddings of the Word Graph Space of the Classes — https://4ort.xyz/entity/improving-out-of-scope-detection-in-intent-classification-by-using-embeddings-of-the-word-graph-space-of-the-classes (retrieved 2026-05-24)

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