论文标题
“以上都没有”：测量对话框响应检索中的不确定性
"None of the Above":Measure Uncertainty in Dialog Response Retrieval
论文作者
论文摘要
本文讨论了在端到端对话任务中发现不确定性的重要性，并在Ubuntu Dialog语料库上介绍了我们对不确定性分类的实验结果。我们表明，原始检索模型对最佳预测的基本置信度可以通过琐碎的额外计算来捕获，而不是出于此特定目的进行重新验证模型。
This paper discusses the importance of uncovering uncertainty in end-to-end dialog tasks, and presents our experimental results on uncertainty classification on the Ubuntu Dialog Corpus. We show that, instead of retraining models for this specific purpose, the original retrieval model's underlying confidence concerning the best prediction can be captured with trivial additional computation.
