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Fortifying Toxic Speech Detectors Against Veiled Toxicity
Modern toxic speech detectors are incompetent in recognizing disguised o...
10/07/2020 ∙ by Xiaochuang Han, et al. ∙
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Explaining Black Box Predictions and Unveiling Data Artifacts through Influence Functions
Modern deep learning models for NLP are notoriously opaque. This has mot...
05/14/2020 ∙ by Xiaochuang Han, et al. ∙
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No Permanent Friends or Enemies: Tracking Relationships between Nations from News
Understanding the dynamics of international politics is important yet ch...
04/18/2019 ∙ by Xiaochuang Han, et al. ∙
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Unsupervised Domain Adaptation of Contextualized Embeddings for Sequence Labeling
Contextualized word embeddings such as ELMo and BERT provide a foundatio...
04/04/2019 ∙ by Xiaochuang Han, et al. ∙
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Unsupervised Domain Adaptation of Contextualized Embeddings: A Case Study in Early Modern English
Contextualized word embeddings such as ELMo and BERT provide a foundatio...
04/04/2019 ∙ by Xiaochuang Han, et al. ∙
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Mind Your POV: Convergence of Articles and Editors Towards Wikipedia's Neutrality Norm
Wikipedia has a strong norm of writing in a 'neutral point of view' (NPO...
09/18/2018 ∙ by Umashanthi Pavalanathan, et al. ∙
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