Joey Tianyi Zhou
3 papers in the PaperMetrix corpus
Papers by this author
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Dual Adversarial Neural Transfer for Low-Resource Named Entity Recognition
2019
We propose a new neural transfer method termed Dual Adversarial Transfer Network (DATNet) for addressing low-resource Named Entity Recognition (NER). Specifically, two variants of DATNet, i.e., DATNet-F and DATNet-P, are investigated to explore effective feature …
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Is BERT Really Robust? A Strong Baseline for Natural Language Attack on Text Classification and Entailment
2019 · arXiv (Cornell University)
Machine learning algorithms are often vulnerable to adversarial examples that have imperceptible alterations from the original counterparts but can fool the state-of-the-art models. It is helpful to evaluate or even improve the robustness of these …
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XAI Beyond Classification: Interpretable Neural Clustering
2018 · arXiv (Cornell University)
In this paper, we study two challenging problems in explainable AI (XAI) and data clustering. The first is how to directly design a neural network with inherent interpretability, rather than giving post-hoc explanations of a …