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Semantic Concept Spaces: Guided Topic Model Refinement using
  Word-Embedding Projections

Semantic Concept Spaces: Guided Topic Model Refinement using Word-Embedding Projections

IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG), 2019
1 August 2019
Mennatallah El-Assady
Rebecca Kehlbeck
C. Collins
Daniel A. Keim
Oliver Deussen
ArXiv (abs)PDFHTML

Papers citing "Semantic Concept Spaces: Guided Topic Model Refinement using Word-Embedding Projections"

14 / 14 papers shown
iGAiVA: Integrated Generative AI and Visual Analytics in a Machine Learning Workflow for Text Classification
iGAiVA: Integrated Generative AI and Visual Analytics in a Machine Learning Workflow for Text Classification
Yuanzhe Jin
Adrian Carrasco-Revilla
Min Chen
VLM
465
5
0
24 Sep 2024
Concept Induction: Analyzing Unstructured Text with High-Level Concepts
  Using LLooM
Concept Induction: Analyzing Unstructured Text with High-Level Concepts Using LLooM
Michelle S. Lam
Janice Teoh
James A. Landay
Jeffrey Heer
Michael S. Bernstein
285
104
0
18 Apr 2024
Compressing and Interpreting Word Embeddings with Latent Space
  Regularization and Interactive Semantics Probing
Compressing and Interpreting Word Embeddings with Latent Space Regularization and Interactive Semantics Probing
Haoyu Li
Junpeng Wang
Yan Zheng
Liang Wang
Wei Zhang
Han-Wei Shen
182
3
0
25 Mar 2024
Visual Analytics for Fine-grained Text Classification Models and
  Datasets
Visual Analytics for Fine-grained Text Classification Models and Datasets
Munkhtulga Battogtokh
Y. Xing
Cosmin Davidescu
Alfie Abdul-Rahman
Michael Luck
Rita Borgo
183
1
0
21 Mar 2024
Are We Closing the Loop Yet? Gaps in the Generalizability of VIS4ML
  Research
Are We Closing the Loop Yet? Gaps in the Generalizability of VIS4ML ResearchIEEE Transactions on Visualization and Computer Graphics (TVCG), 2023
Hariharan Subramonyam
Jessica Hullman
VLMHAI
199
13
0
10 Aug 2023
Scholastic: Graphical Human-Al Collaboration for Inductive and
  Interpretive Text Analysis
Scholastic: Graphical Human-Al Collaboration for Inductive and Interpretive Text AnalysisACM Symposium on User Interface Software and Technology (UIST), 2022
Matt-Heun Hong
Lauren A. Marsh
Jessica L. Feuston
Joan H Ruppert
Jed R. Brubaker
D. Szafir
274
40
0
12 Aug 2022
Visual Knowledge Discovery with Artificial Intelligence: Challenges and
  Future Directions
Visual Knowledge Discovery with Artificial Intelligence: Challenges and Future Directions
Boris Kovalerchuk
Ruazvan Andonie
Nuno Datia
Kawa Nazemi
Ebad Banissi
199
13
0
03 May 2022
HisVA: A Visual Analytics System for Studying History
HisVA: A Visual Analytics System for Studying HistoryIEEE Transactions on Visualization and Computer Graphics (TVCG), 2021
Dongyun Han
Gorakh Parsad
Hwiyeon Kim
Jaekyom Shim
Oh-Sang Kwon
Kyung A Son
Jooyoung Lee
Isaac Cho
Sungahn Ko
138
15
0
01 Jun 2021
A Query-Driven Topic Model
A Query-Driven Topic ModelFindings (Findings), 2021
Zheng Fang
Yulan He
Rob Procter
255
10
0
28 May 2021
Should We Trust (X)AI? Design Dimensions for Structured Experimental
  Evaluations
Should We Trust (X)AI? Design Dimensions for Structured Experimental Evaluations
F. Sperrle
Mennatallah El-Assady
G. Guo
Duen Horng Chau
Alex Endert
Daniel A. Keim
205
24
0
14 Sep 2020
GlassViz: Visualizing Automatically-Extracted Entry Points for Exploring
  Scientific Corpora in Problem-Driven Visualization Research
GlassViz: Visualizing Automatically-Extracted Entry Points for Exploring Scientific Corpora in Problem-Driven Visualization ResearchVisual .. (VISUAL), 2020
Alejandro Benito-Santos
Roberto Therón
120
8
0
04 Sep 2020
A Survey of Visual Analytics Techniques for Machine Learning
A Survey of Visual Analytics Techniques for Machine Learning
Jun Yuan
Changjian Chen
Weikai Yang
Mengchen Liu
Jiazhi Xia
Shixia Liu
315
263
0
21 Aug 2020
explAIner: A Visual Analytics Framework for Interactive and Explainable
  Machine Learning
explAIner: A Visual Analytics Framework for Interactive and Explainable Machine LearningIEEE Transactions on Visualization and Computer Graphics (IEEE TVCG), 2019
Thilo Spinner
U. Schlegel
H. Schäfer
Mennatallah El-Assady
HAI
399
272
0
29 Jul 2019
VIANA: Visual Interactive Annotation of Argumentation
VIANA: Visual Interactive Annotation of ArgumentationIEEE Conference on Visual Analytics Science and Technology (VAST), 2019
F. Sperrle
Rita Sevastjanova
Rebecca Kehlbeck
Mennatallah El-Assady
138
29
0
29 Jul 2019
1
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