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20212023
most citedMINER: Improving Out-of-Vocabulary Named Entity Recognition from an Information Theoretic Perspective

1 citations · 2 across the 4 of their papers we have counts for

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cs.CL2021★ 1 cited

Multi-View Active Learning for Short Text Classification in User-Generated Data

Payam Karisani, Negin Karisani, Li Xiong

Mining user-generated data often suffers from the lack of enough labeled data, short document lengths, and the informal user language. In this paper, we propose a novel active lear…

cs.CL2021

View Distillation with Unlabeled Data for Extracting Adverse Drug Effects from User-Generated Data

Payam Karisani, Jinho D. Choi, Li Xiong

We present an algorithm based on multi-layer transformers for identifying Adverse Drug Reactions (ADR) in social media data. Our model relies on the properties of the problem and t…