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cs.CL2021
Predicting the Success of Domain Adaptation in Text Similarity
Nicolai Pogrebnyakov, Shohreh Shaghaghian
Transfer learning methods, and in particular domain adaptation, help exploit labeled data in one domain to improve the performance of a certain task in another domain. However, it…
cs.CL2021
Customizing Contextualized Language Models forLegal Document Reviews
Shohreh Shaghaghian, Luna, Feng +2
Inspired by the inductive transfer learning on computer vision, many efforts have been made to train contextualized language models that boost the performance of natural language p…