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cs.CL2021
Budget Sensitive Reannotation of Noisy Relation Classification Data Using Label Hierarchy
Akshay Parekh, Ashish Anand, Amit Awekar
Large crowd-sourced datasets are often noisy and relation classification (RC) datasets are no exception. Reannotating the entire dataset is one probable solution however it is not…
cs.CL2021
Are Word Embedding Methods Stable and Should We Care About It?
Angana Borah, Manash Pratim Barman, Amit Awekar
A representation learning method is considered stable if it consistently generates similar representation of the given data across multiple runs. Word Embedding Methods (WEMs) are…