论文标题

Meep:人类对话框的开源平台和端到端的代理培训

MEEP: An Open-Source Platform for Human-Human Dialog Collection and End-to-End Agent Training

论文作者

Arkhangorodsky, Arkady, Axelrod, Amittai, Chu, Christopher, Fang, Scot, Huang, Yiqi, Nagesh, Ajay, Shi, Xing, Zhang, Boliang, Knight, Kevin

论文摘要

我们创建了一个新的面向任务的对话框平台(MEEP),其中代理在话语和API调用方面具有很大的自由度,但在按钮环境中被限制为工作。我们包括用于收集人类对话公司的设施,以及以端到端方式培训自动代理的设施。我们通过对话助理演示了MEEP,该对话助理使用户可以指定旅行目的地。

We create a new task-oriented dialog platform (MEEP) where agents are given considerable freedom in terms of utterances and API calls, but are constrained to work within a push-button environment. We include facilities for collecting human-human dialog corpora, and for training automatic agents in an end-to-end fashion. We demonstrate MEEP with a dialog assistant that lets users specify trip destinations.

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