Writing Tool
AI-assisted writing tools are rapidly evolving, aiming to improve writing quality, efficiency, and accessibility for diverse users. Current research focuses on understanding the human-AI collaborative writing process, developing more nuanced evaluation metrics beyond simple quality scores (e.g., considering revision distance and cognitive contributions), and designing user interfaces that facilitate effective interaction and authorship. These advancements hold significant potential for enhancing research productivity, improving communication in professional settings, and supporting writers with diverse needs, such as non-native English speakers.
Papers
From Model-centered to Human-Centered: Revision Distance as a Metric for Text Evaluation in LLMs-based Applications
Yongqiang Ma, Lizhi Qing, Jiawei Liu, Yangyang Kang, Yue Zhang, Wei Lu, Xiaozhong Liu, Qikai Cheng
WordDecipher: Enhancing Digital Workspace Communication with Explainable AI for Non-native English Speakers
Yuexi Chen, Zhicheng Liu