ROSTD (Real Out-of-Domain Sentences From Task-oriented Dialog)

来自 (Schuster et al. 2019) 的公开可用数据集的 4K 域外 (OOD) 示例数据集。与通过保留类子集来合成 OOD 示例的现有设置相比，这些示例由注释者编写，其先验指令相对于现有数据集中的句子处于域外。

A 4K out-of-distribution (OOD) example dataset derived from the publicly available dataset introduced by Schuster et al. (2019). Compared to existing settings where OOD examples are synthesized by retaining class subsets, these examples were authored by annotators, whose prior instructions are out-of-distribution relative to the sentences in the original dataset.

搜集汇总

背景与挑战

背景概述

ROSTD是一个包含4K个域外示例的数据集，来源于任务导向对话的公开数据，这些示例由注释者编写，相对于现有数据集处于域外。该数据集由卡内基梅隆大学和Facebook AI Research于2020年发布。