XNLP: A Living Survey for XAI Research in Natural Language Processing

被引：18

作者：

Qian, Kun ^{[1
]}

Danilevsky, Marina ^{[1
]}

Katsis, Yannis ^{[1
]}

Kawas, Ban ^{[2
,4
]}

Oduor, Erick ^{[3
]}

Popa, Lucian ^{[1
]}

Li, Yunyao ^{[1
]}

机构：

[1] IBM Res Almaden, San Jose, CA 95120 USA

[2] Facebook Res AI, Menlo Pk, CA USA

[3] IBM Res Africa, Nairobi, Kenya

[4] IBM Res, San Jose, CA USA

来源：

26TH INTERNATIONAL CONFERENCE ON INTELLIGENT USER INTERFACES (IUI '21 COMPANION) | 2021年

关键词：

Explainable AI; natural language processing; interactive survey;

D O I：

10.1145/3397482.3450728

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

We present XNLP: an interactive browser-based system embodying a living survey of recent state-of-the-art research in the field of Explainable AI (XAI) within the domain of Natural Language Processing (NLP). The system visually organizes and illustrates XAI-NLP publications and distills their content to allow users to gain insights, generate ideas, and explore the field. We hope that XNLP can become a leading demonstrative example of a living survey, balancing the depth and quality of a traditional well-constructed survey paper with the collaborative dynamism of a widely available interactive tool. XNLP can be accessed at: https://xainlp2020.github.io/xainlp.

引用

页码：78 / 80

页数：3

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