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06/03/2022
XPASC: Measuring Generalization in Weak Supervision by Explainability and Association
Weak supervision is leveraged in a wide range of domains and tasks due t...
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05/31/2022
hmBERT: Historical Multilingual Language Models for Named Entity Recognition
Compared to standard Named Entity Recognition (NER), identifying persons...
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09/16/2021
KnowMAN: Weakly Supervised Multinomial Adversarial Networks
The absence of labeled data for training neural models is often addresse...
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07/02/2021
Data Centric Domain Adaptation for Historical Text with OCR Errors
We propose new methods for in-domain and cross-domain Named Entity Recog...
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05/21/2019