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cs.CL2021
Regulatory Compliance through Doc2Doc Information Retrieval: A case study in EU/UK legislation where text similarity has limitations
Ilias Chalkidis, Manos Fergadiotis, Nikolaos Manginas +2
Major scandals in corporate history have urged the need for regulatory compliance, where organizations need to ensure that their controls (processes) comply with relevant laws, reg…
cs.CL2020
Layer-wise Guided Training for BERT: Learning Incrementally Refined Document Representations
Nikolaos Manginas, Ilias Chalkidis, Prodromos Malakasiotis
Although BERT is widely used by the NLP community, little is known about its inner workings. Several attempts have been made to shed light on certain aspects of BERT, often with co…