In this paper, we propose Vocab-Expander at this https URL, an
online tool that enables end-users (e.g., technology scouts) to create and
expand a vocabulary of their domain of interest. It utilizes an ensemble of
state-of-the-art word embedding techniques based on web text and ConceptNet, a
common-sense knowledge base, to suggest related terms for already given terms.
The system has an easy-to-use interface that allows users to quickly confirm or
reject term suggestions. Vocab-Expander offers a variety of potential use
cases, such as improving concept-based information retrieval in technology and
innovation management, enhancing communication and collaboration within
organizations or interdisciplinary projects, and creating vocabularies for
specific courses in education.

我们提出了 Vocab-Expander，这是一个在线工具，能让终端用户（如技术侦察员）创建和扩展他们感兴趣的领域词汇。该系统利用基于网络文本和常识知识库 ConceptNet 的一系列先进的词嵌入技术，为已有词汇提供相关术语建议，并提供易于使用的界面，让用户快速确认或拒绝术语建议。Vocab-Expander 提供多种潜在用例，如改进技术与创新管理中的基于概念的信息检索、增强组织或跨学科项目中的沟通与协作，以及为特定课程创建词汇。

Vocab-Expander: 基于词嵌入的领域特定词汇创建系统

Vocab-Expander: A System for Creating Domain-Specific Vocabularies Based  on Word Embeddings

Despite the advances and ubiquity of digital communication media such as
videoconferencing and virtual reality, they remain oblivious to the rich
intentions expressed by users. Beyond transmitting audio, videos, and messages,
we envision digital communication media as proactive facilitators that can
provide unobtrusive assistance to enhance communication and collaboration.
Informed by the results of a formative study, we propose three key design
concepts to explore the systematic integration of intelligence into
communication and collaboration, including the panel substrate, language-based
intent recognition, and lightweight interaction techniques. We developed
CrossTalk, a videoconferencing system that instantiates these concepts, which
was found to enable a more fluid and flexible communication and collaboration
experience.

通过结合智能技术和通信与协作，本研究提出了数字通信媒体的三个关键设计概念，包括面板基底、基于语言的意图识别和轻量级交互技术，并开发了名为 CrossTalk 的视频会议系统来实现这些概念，从而实现了更流畅灵活的通信和协作体验。