为游戏对话数据添加指代关系标注，提升语言理解研究价值
MDC-R: The Minecraft Dialogue Corpus with Reference
- 在动态游戏环境中对多轮对话进行指代与指示词标注
- 构建首个带参考标注的《我的世界》对话语料库，支持指称理解研究
- 适合研究对话理解、指代消解和人机交互的学者使用
我们提出了带有参考标注的《我的世界》对话语料库（MDC-R）。该语料库在原始MDC的基础上，补充了专家标注的回指与指示性指代信息。由于其任务导向、多轮次且具情境性的对话特性，MDC已激发多项注释工作。我们在此报告标注方法及生成语料库，并提供定量与定性分析。此外，通过简短实验验证了该语料库在指称表达理解任务中的实用性。
原文摘要 · Abstract (English)
We introduce the Minecraft Dialogue Corpus with Reference (MDC-R). MDC-R is a new language resource that supplements the original Minecraft Dialogue Corpus (MDC) with expert annotations of anaphoric and deictic reference. MDC's task-orientated, multi-turn, situated dialogue in a dynamic environment has motivated multiple annotation efforts, owing to the interesting linguistic phenomena that this setting gives rise to. We believe it can serve as a valuable resource when annotated with reference, too. Here, we discuss our method of annotation and the resulting corpus, and provide both a quantitative and a qualitative analysis of the data. Furthermore, we carry out a short experiment demonstrating the usefulness of our corpus for referring expression comprehension.
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