On the class separability of contextual embeddings representations – or “The classifier does not matter when the (text) representation is so good!”

Research article (Information Processing & Management, 2023) · cited 31× · AI/ML
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On the class separability of contextual embeddings representations – or “The classifier does not matter when the (text) representation is so good!”

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On the class separability of contextual embeddings representations – or “The classifier does not matter when the (text) representation is so good!” is a scholarly article[1].

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  • On the class separability of contextual embeddings representations – or “The classifier does not matter when the (text) representation is so good!”'s instance of is recorded as scholarly article[2].

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Use these citations when quoting this entity in research, articles, AI prompts, or wherever provenance matters. We aggregate Wikidata + Wikipedia + authoritative open-data sources; the stitched, scored, cross-referenced view is what 4ort.xyz contributes.

APA 4ort.xyz Knowledge Graph. (2026). On the class separability of contextual embeddings representations – or “The classifier does not matter when the (text) representation is so good!”. Retrieved May 24, 2026, from https://4ort.xyz/entity/on-the-class-separability-of-contextual-embeddings-representations-or-the-classifier-does-not-matter-when-the-text-repre
MLA “On the class separability of contextual embeddings representations – or “The classifier does not matter when the (text) representation is so good!”.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/on-the-class-separability-of-contextual-embeddings-representations-or-the-classifier-does-not-matter-when-the-text-repre.
BibTeX @misc{4ortxyz_on-the-class-separability-of-contextual-embeddings-representations-or-the-classifier-does-not-matter-when-the-text-repre_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{On the class separability of contextual embeddings representations – or “The classifier does not matter when the (text) representation is so good!”}}, year = {2026}, url = {https://4ort.xyz/entity/on-the-class-separability-of-contextual-embeddings-representations-or-the-classifier-does-not-matter-when-the-text-repre}, note = {Accessed: 2026-05-24}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): On the class separability of contextual embeddings representations – or “The classifier does not matter when the (text) representation is so good!” — https://4ort.xyz/entity/on-the-class-separability-of-contextual-embeddings-representations-or-the-classifier-does-not-matter-when-the-text-repre (retrieved 2026-05-24)

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