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cs.CL2023
Noise in Relation Classification Dataset TACRED: Characterization and Reduction
Akshay Parekh, Ashish Anand, Amit Awekar
The overarching objective of this paper is two-fold. First, to explore model-based approaches to characterize the primary cause of the noise. in the RE dataset TACRED Second, to id…
cs.CL2019
Taxonomical hierarchy of canonicalized relations from multiple Knowledge Bases
Akshay Parekh, Ashish Anand, Amit Awekar
This work addresses two important questions pertinent to Relation Extraction (RE). First, what are all possible relations that could exist between any two given entity types? Secon…