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On Sample Based Explanation Methods for NLP: Faithfulness, Efficiency and Semantic Evaluation.
Wei Zhang
Ziming Huang
Yada Zhu
Guangnan Ye
Xiaodong Cui
Fan Zhang
Published in:
ACL/IJCNLP (1) (2021)
Keyphrases
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preprocessing
significant improvement
natural language processing
computational cost
text classification
empirical studies
benchmark datasets
gold standard
high level
information extraction
semantic web
semantic annotation
evaluation methods
pointwise
evaluation methodology