Knowledge Graph Driven Inference Testing for Question Answering Software

Jun Wang, Yanhui Li, Zhifei Chen, Lin Chen, Xiaofang Zhang, Yuming Zhou

Abstract

In the wake of developments in the field of Natural Language Processing, Question Answering (QA) software has penetrated our daily lives. Due to the data-driven programming paradigm, QA software inevitably contains bugs, i.e., misbehaving in real-world applications. Current testing techniques for testing QA software include two folds, reference-based testing and metamorphic testing.

BibTeX

@inproceedings{Wang-al:ICSE24,
  author    = {Jun Wang and
               Yanhui Li and
               Zhifei Chen and
               Lin Chen and
               Xiaofang Zhang and
               Yuming Zhou},
  title     = {Knowledge Graph Driven Inference Testing for Question Answering Software},
  booktitle = {ICSE},
  pages     = {119:1--119:13},
  publisher = {{ACM}},
  year      = {2024},
}

Knowledge Graph Driven Inference Testing for Question Answering Software

Abstract

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