37 citations · 83 across the 13 of their papers we have counts for
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cs.CL2019★ 1 cited
Human-grounded Evaluations of Explanation Methods for Text Classification
Piyawat Lertvittayakumjorn, Francesca Toni
Due to the black-box nature of deep learning models, methods for explaining the models' results are crucial to gain trust from humans and support collaboration between AIs and huma…
cs.CL2019★ 17 cited
Integrating Semantic Knowledge to Tackle Zero-shot Text Classification
Jingqing Zhang, Piyawat Lertvittayakumjorn, Yike Guo
Insufficient or even unavailable training data of emerging classes is a big challenge of many classification tasks, including text classification. Recognising text documents of cla…