22 citations · 29 across the 4 of their papers we have counts for
4 papers
LangLasso: Interactive Cluster Descriptions through LLM Explanation
Raphael Buchmüller, Dennis Collaris, Linhao Meng +1
Dimensionality reduction is a powerful technique for revealing structure and potential clusters in data. However, as the axes are complex, non-linear combinations of features, they…
Towards Difficulty-Aware Analysis of Deep Neural Networks
Linhao Meng, Stef van den Elzen, Anna Vilanova
Traditional instance-based model analysis focuses mainly on misclassified instances. However, this approach overlooks the varying difficulty associated with different instances. Id…
Class-constrained t-SNE: Combining Data Features and Class Probabilities
Linhao Meng, Stef van den Elzen, Nicola Pezzotti +1
Data features and class probabilities are two main perspectives when, e.g., evaluating model results and identifying problematic items. Class probabilities represent the likelihood…
Bubble Storytelling with Automated Animation: A Brexit Hashtag Activism Case Study
Noptanit Chotisarn, Junhua Lu, Libinzi Ma +6
Hashtag data are common and easy to acquire. Thus, they are widely used in studies and visual data storytelling. For example, a recent story by China Central Television Europe (CCT…