[1802.05365] Deep contextualized word representations
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2026-07-17 10:05:51
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Text Highlight2026-07-17 13:26:51
Original Highlight Excerpt
"NAACL 2018. Originally posted to openreview 27 Oct 2017. v2 updated for NAACL camera ready"
Whisper Note
Wait, so the camera ready is the same as the arXiv v2? Cool, that's helpful to know.
Text Highlight2026-07-17 13:17:51
Original Highlight Excerpt
"NAACL 2018. Originally posted to openreview 27 Oct 2017. v2 updated for NAACL camera ready"
Whisper Note
Man, I remember when this hit openreview back in 2017, feels like forever ago.
Text Highlight2026-07-17 10:23:51
Original Highlight Excerpt
"models both (1) complex characteristics of word use (e.g., syntax and semantics), and (2) how these uses vary across linguistic contexts"
Whisper Note
I wonder if this actually helps with rare words or just common ambiguous ones.
Text Highlight2026-07-17 10:14:51
Original Highlight Excerpt
"models both (1) complex characteristics of word use (e.g., syntax and semantics), and (2) how these uses vary across linguistic contexts"
Whisper Note
Wait, so they're basically pre-training a language model and reusing its internals?
Text Highlight2026-07-17 10:05:51
Original Highlight Excerpt
"models both (1) complex characteristics of word use (e.g., syntax and semantics), and (2) how these uses vary across linguistic contexts"
Whisper Note
Finally someone tackling polysemy instead of just static vectors!
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