CheckList Explained! (ACL 2020 Best Paper)
Автор: Connor Shorten
Загружено: 2020-07-20
Просмотров: 4011
Описание:
This video explains CheckList, winner of the ACL 2020 best paper award! CheckList is a system to explore the linguistic capabilities of natural language processing models. Rather than relying on accuracy metrics and held-out test sets, CheckList generates explicit tests of linguistic phenomena like temporal understanding, negations, vocabulary, fairness, and more! Thanks for watching, please subscribe!
Paper Links:
CheckList: https://arxiv.org/pdf/2005.04118.pdf
CheckList GitHub Repository: https://github.com/marcotcr/checklist
Adversarial Examples for Evaluating Reading Comprehension: https://arxiv.org/pdf/1707.07328.pdf
SuperGLUE: https://w4ngatang.github.io/static/pa...
GPT-3 React App Tweet: / 1284095222939451393
HuggingFace NLP Viewer: https://huggingface.co/nlp/viewer/?da...
SQuAD: https://rajpurkar.github.io/SQuAD-exp...
Microsoft Text Analytics API: https://azure.microsoft.com/en-us/ser...
Pattern-Exploiting Training: https://arxiv.org/pdf/2001.07676.pdf
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