Fernanda B. Viégas

According to our database, Fernanda B. Viégas authored at least 65 papers between 1999 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2024

AttentionViz: A Global View of Transformer Attention.

Catherine Yeh, Yida Chen, Aoyu Wu, Cynthia Chen, Fernanda B. Viégas, Martin Wattenberg

IEEE Trans. Vis. Comput. Graph., January, 2024

Relational Composition in Neural Networks: A Survey and Call to Action.

Martin Wattenberg, Fernanda B. Viégas

CoRR, 2024

Dialogue Action Tokens: Steering Language Models in Goal-Directed Dialogue with a Multi-Turn Planner.

Kenneth Li, Yiming Wang, Fernanda B. Viégas, Martin Wattenberg

CoRR, 2024

Designing a Dashboard for Transparency and Control of Conversational AI.

Yida Chen, Aoyu Wu, Trevor DePodesta, Catherine Yeh, Kenneth Li, Nicholas Castillo Marin, Oam Patel, Jan Riecke, Shivam Raval, Olivia Seow, Martin Wattenberg, Fernanda B. Viégas

CoRR, 2024

Measuring and Controlling Persona Drift in Language Model Dialogs.

Kenneth Li, Tianle Liu, Naomi Bashkansky, David Bau, Fernanda B. Viégas, Hanspeter Pfister, Martin Wattenberg

CoRR, 2024

2023

Beyond Surface Statistics: Scene Representations in a Latent Diffusion Model.

Yida Chen, Fernanda B. Viégas, Martin Wattenberg

CoRR, 2023

The System Model and the User Model: Exploring AI Dashboard Design.

Fernanda B. Viégas, Martin Wattenberg

CoRR, 2023

Grand Challenges in Visual Analytics Applications.

Aoyu Wu, Dazhen Deng, Min Chen, Shixia Liu, Daniel A. Keim, Ross Maciejewski, Silvia Miksch, Hendrik Strobelt, Fernanda B. Viégas, Martin Wattenberg

IEEE Computer Graphics and Applications, 2023

Explain-and-Test: An Interactive Machine Learning Framework for Exploring Text Embeddings.

Shivam Raval, Carolyn Wang, Fernanda B. Viégas, Martin Wattenberg

Proceedings of the 2023 IEEE Visualization and Visual Analytics (VIS), 2023

Inference-Time Intervention: Eliciting Truthful Answers from a Language Model.

Kenneth Li, Oam Patel, Fernanda B. Viégas, Hanspeter Pfister, Martin Wattenberg

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Emergent World Representations: Exploring a Sequence Model Trained on a Synthetic Task.

Kenneth Li, Aspen K. Hopkins, David Bau, Fernanda B. Viégas, Hanspeter Pfister, Martin Wattenberg

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Investigating How Practitioners Use Human-AI Guidelines: A Case Study on the People + AI Guidebook.

Nur Yildirim, Mahima Pushkarna, Nitesh Goyal, Martin Wattenberg, Fernanda B. Viégas

Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

2021

An Interpretability Illusion for BERT.

Tolga Bolukbasi, Adam Pearce, Ann Yuan, Andy Coenen, Emily Reif, Fernanda B. Viégas, Martin Wattenberg

CoRR, 2021

2020

The What-If Tool: Interactive Probing of Machine Learning Models.

James Wexler, Mahima Pushkarna, Tolga Bolukbasi, Martin Wattenberg, Fernanda B. Viégas, Jimbo Wilson

IEEE Trans. Vis. Comput. Graph., 2020

"A cold, technical decision-maker": Can AI provide explainability, negotiability, and humanity?

Allison Woodruff, Yasmin Asare Anderson, Katherine Jameson Armstrong, Marina Gkiza, Jay Jennings, Christopher Moessner, Fernanda B. Viégas, Martin Wattenberg, Lynette Webb, Fabian Wrede, Patrick Gage Kelley

CoRR, 2020

2019

GAN Lab: Understanding Complex Deep Generative Models using Interactive Visual Experimentation.

Minsuk Kahng, Nikhil Thorat, Duen Horng (Polo) Chau, Fernanda B. Viégas, Martin Wattenberg

IEEE Trans. Vis. Comput. Graph., 2019

Segment Integrated Gradients: Better attributions through regions.

Andrei Kapishnikov, Tolga Bolukbasi, Fernanda B. Viégas, Michael Terry

CoRR, 2019

Visualizing and Measuring the Geometry of BERT.

Emily Reif, Ann Yuan, Martin Wattenberg, Fernanda B. Viégas, Andy Coenen, Adam Pearce, Been Kim

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

TensorFlow.js: Machine Learning For The Web and Beyond.

Daniel Smilkov, Nikhil Thorat, Yannick Assogba, Ann Yuan, Nick Kreeger, Ping Yu, Kangyi Zhang, Shanqing Cai, Eric Nielsen, David Soergel, Stan Bileschi, Michael Terry, Charles Nicholson, Sandeep N. Gupta, Sarah Sirajuddin, D. Sculley, Rajat Monga, Greg Corrado, Fernanda B. Viégas, Martin Wattenberg

Proceedings of the Second Conference on Machine Learning and Systems, SysML 2019, 2019

XRAI: Better Attributions Through Regions.

Andrei Kapishnikov, Tolga Bolukbasi, Fernanda B. Viégas, Michael Terry

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Human-Centered Tools for Coping with Imperfect Algorithms During Medical Decision-Making.

Carrie J. Cai, Emily Reif, Narayan Hegde, Jason D. Hipp, Been Kim, Daniel Smilkov, Martin Wattenberg, Fernanda B. Viégas, Gregory S. Corrado, Martin C. Stumpe, Michael Terry

Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

2018

Visualizing Dataflow Graphs of Deep Learning Models in TensorFlow.

Kanit Wongsuphasawat, Daniel Smilkov, James Wexler, Jimbo Wilson, Dandelion Mané, Doug Fritz, Dilip Krishnan, Fernanda B. Viégas, Martin Wattenberg

IEEE Trans. Vis. Comput. Graph., 2018

Interpretability Beyond Feature Attribution: Quantitative Testing with Concept Activation Vectors (TCAV).

Been Kim, Martin Wattenberg, Justin Gilmer, Carrie J. Cai, James Wexler, Fernanda B. Viégas, Rory Sayres

Proceedings of the 35th International Conference on Machine Learning, 2018

2017

Google's Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation.

Melvin Johnson, Mike Schuster, Quoc V. Le, Maxim Krikun, Yonghui Wu, Zhifeng Chen, Nikhil Thorat, Fernanda B. Viégas, Martin Wattenberg, Greg Corrado, Macduff Hughes, Jeffrey Dean

Trans. Assoc. Comput. Linguistics, 2017

Direct-Manipulation Visualization of Deep Networks.

Daniel Smilkov, Shan Carter, D. Sculley, Fernanda B. Viégas, Martin Wattenberg

CoRR, 2017

SmoothGrad: removing noise by adding noise.

Daniel Smilkov, Nikhil Thorat, Been Kim, Fernanda B. Viégas, Martin Wattenberg

CoRR, 2017

2016

Embedding Projector: Interactive Visualization and Interpretation of Embeddings.

Daniel Smilkov, Nikhil Thorat, Charles Nicholson, Emily Reif, Fernanda B. Viégas, Martin Wattenberg

CoRR, 2016

TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems.

Martín Abadi, Ashish Agarwal, Paul Barham, Eugene Brevdo, Zhifeng Chen, Craig Citro, Gregory S. Corrado, Andy Davis, Jeffrey Dean, Matthieu Devin, Sanjay Ghemawat, Ian J. Goodfellow, Andrew Harp, Geoffrey Irving, Michael Isard, Yangqing Jia, Rafal Józefowicz, Lukasz Kaiser, Manjunath Kudlur, Josh Levenberg, Dan Mané, Rajat Monga, Sherry Moore, Derek Gordon Murray, Chris Olah, Mike Schuster, Jonathon Shlens, Benoit Steiner, Ilya Sutskever, Kunal Talwar, Paul A. Tucker, Vincent Vanhoucke, Vijay Vasudevan, Fernanda B. Viégas, Oriol Vinyals, Pete Warden, Martin Wattenberg, Martin Wicke, Yuan Yu, Xiaoqiang Zheng

CoRR, 2016

2013

Google+Ripples: a native visualization of information flow.

Fernanda B. Viégas, Martin Wattenberg, Jack Hebert, Geoffrey Borggaard, Alison Cichowlas, Jonathan Feinberg, Jon Orwant, Christopher Richard Wren

Proceedings of the 22nd International World Wide Web Conference, 2013

2012

Through the looking glass: talking about the world with visualization.

Fernanda B. Viégas, Martin Wattenberg

Proceedings of the 43rd ACM technical symposium on Computer science education, 2012

2010

Data portraits.

Judith S. Donath, Alex Dragulescu, Aaron Zinman, Fernanda B. Viégas, Rebecca Xiong

Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2010

Beautiful History: Visualizing Wikipedia.

Martin Wattenberg, Fernanda B. Viégas

Proceedings of the Beautiful Visualization - Looking at Data Through the Eyes of Experts., 2010

2009

Participatory Visualization with Wordle.

Fernanda B. Viégas, Martin Wattenberg, Jonathan Feinberg

IEEE Trans. Vis. Comput. Graph., 2009

Mapping Text with Phrase Nets.

Frank van Ham, Martin Wattenberg, Fernanda B. Viégas

IEEE Trans. Vis. Comput. Graph., 2009

Guest Editors' Introduction: Collaborative Visualization.

Frank van Ham, Fernanda B. Viégas

IEEE Computer Graphics and Applications, 2009

Voyagers and voyeurs: Supporting asynchronous collaborative visualization.

Jeffrey Heer, Fernanda B. Viégas, Martin Wattenberg

Commun. ACM, 2009

Visualizing the inner lives of texts.

Fernanda B. Viégas, Martin Wattenberg

Proceedings of the 2009 International Symposium on Wikis, 2009

Transforming data access through public visualization.

Fernanda B. Viégas, Martin Wattenberg

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009

Parallel Tag Clouds to explore and analyze faceted text corpora.

Christopher Collins, Fernanda B. Viégas, Martin Wattenberg

Proceedings of the 4th IEEE Symposium on Visual Analytics Science and Technology, 2009

2008

The Word Tree, an Interactive Visual Concordance.

Martin Wattenberg, Fernanda B. Viégas

IEEE Trans. Vis. Comput. Graph., 2008

Timelines - Tag clouds and the case for vernacular visualization.

Fernanda B. Viégas, Martin Wattenberg

Interactions, 2008

Shakespeare, god, and lonely hearts: transforming data access with many eyes.

Fernanda B. Viégas, Martin Wattenberg

Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2008

Harry Potter and the Meat-Filled Freezer: A Case Study of Spontaneous Usage of Visualization Tools.

Fernanda B. Viégas, Martin Wattenberg, Matthew M. McKeon, Frank van Ham, Jesse Kriss

Proceedings of the 41st Hawaii International International Conference on Systems Science (HICSS-41 2008), 2008

Social data analysis workshop.

Fernanda B. Viégas, Martin Wattenberg, Jeffrey Heer, Maneesh Agrawala

Proceedings of the Extended Abstracts Proceedings of the 2008 Conference on Human Factors in Computing Systems, 2008

Your place or mine?: visualization as a community component.

Catalina M. Danis, Fernanda B. Viégas, Martin Wattenberg, Jesse Kriss

Proceedings of the 2008 Conference on Human Factors in Computing Systems, 2008

2007

ManyEyes: a Site for Visualization at Internet Scale.

Fernanda B. Viégas, Martin Wattenberg, Frank van Ham, Jesse Kriss, Matthew M. McKeon

IEEE Trans. Vis. Comput. Graph., 2007

Visualizing Activity on Wikipedia with Chromograms.

Martin Wattenberg, Fernanda B. Viégas, Katherine J. Hollenbach

Proceedings of the Human-Computer Interaction, 2007

Talk Before You Type: Coordination in Wikipedia.

Fernanda B. Viégas, Martin Wattenberg, Jesse Kriss, Frank van Ham

Proceedings of the 40th Hawaii International International Conference on Systems Science (HICSS-40 2007), 2007

The Visual Side of Wikipedia.

Fernanda B. Viégas

Proceedings of the 40th Hawaii International International Conference on Systems Science (HICSS-40 2007), 2007

The Hidden Order of Wikipedia.

Fernanda B. Viégas, Martin Wattenberg, Matthew M. McKeon

Proceedings of the Online Communities and Social Computing, 2007

Artistic Data Visualization: Beyond Visual Analytics.

Fernanda B. Viégas, Martin Wattenberg

Proceedings of the Online Communities and Social Computing, 2007

Voyagers and voyeurs: supporting asynchronous collaborative information visualization.

Jeffrey Heer, Fernanda B. Viégas, Martin Wattenberg

Proceedings of the 2007 Conference on Human Factors in Computing Systems, 2007

2006

Technical forum: Communication-minded visualization: A call to action.

Fernanda B. Viégas, Martin Wattenberg

IBM Syst. J., 2006

Visualizing email content: portraying relationships from conversational histories.

Fernanda B. Viégas, Scott A. Golder, Judith S. Donath

Proceedings of the 2006 Conference on Human Factors in Computing Systems, 2006

Social visualization: exploring text, audio, and video interaction.

Karrie Karahalios, Fernanda B. Viégas

Proceedings of the Extended Abstracts Proceedings of the 2006 Conference on Human Factors in Computing Systems, 2006

2005

Bloggers' Expectations of Privacy and Accountability: An Initial Survey.

Fernanda B. Viégas

J. Comput. Mediat. Commun., 2005

2004

Artifacts of the presence era: visualizing presence for posterity.

Fernanda B. Viégas, Ethan Perry, Judith S. Donath, Ethan Howe

Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2004

Artifacts of the Presence Era: Using Information Visualization to Create an Evocative Souvenir.

Fernanda B. Viégas, Ethan Perry, Ethan Howe, Judith S. Donath

Proceedings of the 10th IEEE Symposium on Information Visualization (InfoVis 2004), 2004

Newsgroup Crowds and AuthorLines: Visualizing the Activity of Individuals in Conversational Cyberspaces.

Fernanda B. Viégas, Marc A. Smith

Proceedings of the 37th Hawaii International Conference on System Sciences (HICSS-37 2004), 2004

Digital Artifacts for Remembering and Storytelling: PostHistory and Social Network Fragments.

Fernanda B. Viégas, danah boyd, David H. Nguyen, Jeffrey Potter, Judith S. Donath

Proceedings of the 37th Hawaii International Conference on System Sciences (HICSS-37 2004), 2004

Studying cooperation and conflict between authors with <i>history flow</i> visualizations.

Fernanda B. Viégas, Martin Wattenberg, Kushal Dave

Proceedings of the 2004 Conference on Human Factors in Computing Systems, 2004

2002

The chat circles series: explorations in designing abstract graphical communication interfaces.

Judith S. Donath, Fernanda B. Viégas

Proceedings of the 4th Conference on Designing Interactive Systems: Processes, 2002

1999

Visualizing Conversation.

Judith S. Donath, Karrie Karahalios, Fernanda B. Viégas

J. Comput. Mediat. Commun., 1999

VisiPhone.

Karrie Karahalios, Fernanda B. Viégas

Proceedings of the 26th Annual Conference on Computer Graphics and Interactive Techniques, 1999

Chat Circles.

Fernanda B. Viégas, Judith S. Donath

Proceedings of the Proceeding of the CHI '99 Conference on Human Factors in Computing Systems: The CHI is the Limit, 1999