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Piyawat Lertvittayakumjorn

Argumentative Explanations for Pattern-Based Text Classifiers


May 22, 2022
Piyawat Lertvittayakumjorn, Francesca Toni


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Towards Explainable Evaluation Metrics for Natural Language Generation


Mar 21, 2022
Christoph Leiter, Piyawat Lertvittayakumjorn, Marina Fomicheva, Wei Zhao, Yang Gao, Steffen Eger


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The Eval4NLP Shared Task on Explainable Quality Estimation: Overview and Results


Oct 08, 2021
Marina Fomicheva, Piyawat Lertvittayakumjorn, Wei Zhao, Steffen Eger, Yang Gao


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Explanation-Based Human Debugging of NLP Models: A Survey


Apr 30, 2021
Piyawat Lertvittayakumjorn, Francesca Toni


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GrASP: A Library for Extracting and Exploring Human-Interpretable Textual Patterns


Apr 08, 2021
Piyawat Lertvittayakumjorn, Leshem Choshen, Eyal Shnarch, Francesca Toni

* 4 pages, 2 figures 

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DAX: Deep Argumentative eXplanation for Neural Networks


Dec 10, 2020
Emanuele Albini, Piyawat Lertvittayakumjorn, Antonio Rago, Francesca Toni

* 19 pages, 15 figures 

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FIND: Human-in-the-Loop Debugging Deep Text Classifiers


Oct 10, 2020
Piyawat Lertvittayakumjorn, Lucia Specia, Francesca Toni

* 17 pages including appendices; To appear at EMNLP 2020 

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Human-grounded Evaluations of Explanation Methods for Text Classification


Aug 29, 2019
Piyawat Lertvittayakumjorn, Francesca Toni

* 17 pages including appendices; accepted to appear at EMNLP-IJCNLP 2019 

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Integrating Semantic Knowledge to Tackle Zero-shot Text Classification


Mar 29, 2019
Jingqing Zhang, Piyawat Lertvittayakumjorn, Yike Guo

* Accepted NAACL-HLT 2019 

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