SIGKDD(KDD) 2021 论文列表3rd Workshop on Data Science with Human in the Loop, DaSH@KDD, Virtual Conference, August 15, 2021. |
Question-Driven eXplainable AI: Re-framing the Technical and Design Spaces of XAI.
Interpreting Interpretability: Understanding Data Scientists' Use of Interpretability Tools for Machine Learning.
Gramfinder: Human and Machine Reading of Grammatical Descriptions of the Languages of the World.
Skills Explorer: A Human+AI Approach to Data Capture for Skills.
Human-Centered Clustering for Time Series Data.
Multi-class Text Classification using BERT-based Active Learning.
Topic-time heatmaps for human-in-the-loop topic detection and tracking.