邻近词汇影响人类对显著性解释的理解（英文版）

英文标题：Neighboring Words Affect Human Interpretation of Saliency Explanations中文摘要：本研究使用用户研究的方法，发现邻居词对于单个词的重要性评分有显著影响，且影响与邻居方向（左还是右）和短语相关程度等因素有关，这个结果提出了在文本说明里是否应该采用词级的显著性解释方法，为未来研究替代性显著性解释方法提供了参考。英文摘要：Word-level saliency explanations ("heat maps over words") are often used tocommunicate feature-attribution in text-based models. Recent studies found thatsuperficial factors such as word length can distort human interpretation of thecommunicated saliency scores. We conduct a user study to investigate