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01/05/2023
Sequentially Controlled Text Generation
While GPT-2 generates sentences that are remarkably human-like, longer d...
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07/18/2021
DeHumor: Visual Analytics for Decomposing Humor
Despite being a critical communication skill, grasping humor is challeng...
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11/22/2020
GNNVis: A Visual Analytics Approach for Prediction Error Diagnosis of Graph Neural Networks
Graph Neural Networks (GNNs) aim to extend deep learning techniques to g...
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08/19/2020
DECE: Decision Explorer with Counterfactual Explanations for Machine Learning Models
With machine learning models being increasingly applied to various decis...
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07/23/2019
Interpretable and Steerable Sequence Learning via Prototypes
One of the major challenges in machine learning nowadays is to provide p...
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07/20/2019
Learning Vis Tools: Teaching Data Visualization Tutorials
Teaching and advocating data visualization are among the most important ...
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02/13/2019
ATMSeer: Increasing Transparency and Controllability in Automated Machine Learning
To relieve the pain of manually selecting machine learning algorithms an...
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07/17/2018
RuleMatrix: Visualizing and Understanding Classifiers with Rules
With the growing adoption of machine learning techniques, there is a sur...
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10/30/2017