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10/21/2022
Spectral Probing
Linguistic information is encoded at varying timescales (subwords, phras...
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10/20/2022
Evidence > Intuition: Transferability Estimation for Encoder Selection
With the increase in availability of large pre-trained language models (...
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06/10/2022
Sort by Structure: Language Model Ranking as Dependency Probing
Making an informed choice of pre-trained language model (LM) is critical...
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04/13/2022
Experimental Standards for Deep Learning Research: A Natural Language Processing Perspective
The field of Deep Learning (DL) has undergone explosive growth during th...
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03/24/2022
Probing for Labeled Dependency Trees
Probing has become an important tool for analyzing representations in Na...
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12/09/2021
How Universal is Genre in Universal Dependencies?
This work provides the first in-depth analysis of genre in Universal Dep...
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09/10/2021