YangLinyi / GLUE-X

We leverage 14 datasets as OOD test data and conduct evaluations on 8 NLU tasks over 21 popularly used models. Our findings confirm that the OOD accuracy in NLP tasks needs to be paid more attention to since the significant performance decay compared to ID accuracy has been found in all settings.

Date Created 2022-11-19 (about a year ago)

Commits 13 (last one 10 months ago)

Stargazers 114 (0 this week)

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RepositoryStats indexes 534,880 repositories, of these YangLinyi/GLUE-X is ranked #249,523 (53rd percentile) for total stargazers, and #448,844 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #44,752/103,597.

YangLinyi/GLUE-X is also tagged with popular topics, for these it's ranked: nlp (#1,268/2262), natural-language-processing (#754/1318), benchmark (#351/670), bert (#327/537)

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Homepage URL: http://gluexbenchmark.com/

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nlp ood bert benchmark natural-language-processing

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updated: 2024-06-01 @ 05:35pm, id: 568114950 / R_kgDOIdy_Bg