AnnoMI

近年来，用于分析咨询对话的自然语言处理方法的研究取得了长足的发展，但由于缺乏公开可用的专家注释治疗对话，该领域的研究仍然极为有限。在本文中，我们介绍了 AnnoMI，这是第一个公开且可免费访问的专业转录对话数据集，展示了高质量和低质量的动机访谈 (MI)，这是一种有效的咨询技术，并由领域专家对关键 MI 方面进行注释。 该版本包含： 每个转录本和话语的元数据，例如演示的 MI 质量和原始视频的 URL。 每一句话。 每个话语的注释：（主要）每个治疗师话语的治疗师行为和每个客户话语的客户谈话类型。In recent years, research on natural language processing methods for analyzing counseling dialogues has made substantial progress, yet research in this field remains extremely limited due to the lack of publicly available expert-annotated therapeutic dialogues. In this paper, we introduce AnnoMI, the first publicly and freely accessible professionally transcribed dialogue dataset featuring high-quality and low-quality Motivational Interviewing (MI), an effective counseling technique, with key MI aspects annotated by domain experts. This release includes: 1. Metadata for each transcript and utterance, such as the demonstrated MI quality and the URL of the original video. 2. The full text of every utterance. 3. Annotations for each utterance: (primarily) therapist behaviors for each therapist utterance and client talk types for each client utterance.

搜集汇总

背景与挑战

背景概述

AnnoMI是一个公开的动机访谈(MI)咨询对话数据集，包含专家注释的治疗师行为和客户谈话类型，适用于自然语言处理研究。