Ubuntu对话语料库 2600万次自然的两人对话

在自然语言处理领域，构建对话系统是一项艰巨的任务，让人类可以与虚拟代理进行自然感觉的对话，这也是许多正在进行的研究的重点。一些挑战包括随着时间的推移将引用链接到相同的实体，跟踪之前的对话中发生了什么，并生成适当的响应。这种自然发生的对话语料库有助于建立和评价对话系统。

In the field of natural language processing (NLP), constructing dialogue systems that allow humans to engage in natural-sounding conversations with virtual agents is a formidable task, and it remains a core focus of many ongoing research endeavors. Key challenges include resolving co-references by linking mentions to the same entity over time, tracking contextual information from prior dialogue turns, and generating contextually appropriate responses. This naturally occurring dialogue corpus aids in the development and evaluation of dialogue systems.

搜集汇总

背景与挑战

背景概述

Ubuntu对话语料库包含从Ubuntu技术支持聊天记录中提取的近一百万个两人对话，总计超过2600万轮文本对话和2.69亿个单词。该数据集旨在支持自然语言处理研究中对话系统的构建与评估，涵盖对话跟踪和响应生成等挑战。