Ann Yuan

According to our database, Ann Yuan authored at least 21 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

LaMPost: AI Writing Assistance for Adults with Dyslexia Using Large Language Models.

Steven M. Goodman, Erin Buehler, Patrick Clary, Andy Coenen, Aaron Donsbach, Tiffanie N. Horne, Michal Lahav, Robert MacDonald, Rain Breaw Michaels, Ajit Narayanan, Mahima Pushkarna, Joel Riley, Alex Santana, Lei Shi, Rachel Sweeney, Phil Weaver, Ann Yuan, Meredith Ringel Morris

Commun. ACM, September, 2024

Who's asking? User personas and the mechanics of latent misalignment.

Asma Ghandeharioun, Ann Yuan, Marius Guerard, Emily Reif, Michael A. Lepori, Lucas Dixon

CoRR, 2024

ConstitutionalExperts: Training a Mixture of Principle-based Prompts.

Savvas Petridis, Ben Wedin, Ann Yuan, James Wexler, Nithum Thain

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics, 2024

2023

Gradient-Based Automated Iterative Recovery for Parameter-Efficient Tuning.

Maximilian Mozes, Tolga Bolukbasi, Ann Yuan, Frederick Liu, Nithum Thain, Lucas Dixon

CoRR, 2023

Towards Agile Text Classifiers for Everyone.

Maximilian Mozes, Jessica Hoffmann, Katrin Tomanek, Muhamed Kouate, Nithum Thain, Ann Yuan, Tolga Bolukbasi, Lucas Dixon

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022

Creative Writing with an AI-Powered Writing Assistant: Perspectives from Professional Writers.

Daphne Ippolito, Ann Yuan, Andy Coenen, Sehmon Burnam

CoRR, 2022

The Case for a Single Model that can Both Generate Continuations and Fill-in-the-Blank.

Daphne Ippolito, Liam Dugan, Emily Reif, Ann Yuan, Andy Coenen, Chris Callison-Burch

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

Wordcraft: Story Writing With Large Language Models.

Ann Yuan, Andy Coenen, Emily Reif, Daphne Ippolito

Proceedings of the IUI 2022: 27th International Conference on Intelligent User Interfaces, Helsinki, Finland, March 22, 2022

Perspective-Taking to Reduce Affective Polarization on Social Media.

Martin Saveski, Nabeel Gillani, Ann Yuan, Prashanth Vijayaraghavan, Deb Roy

Proceedings of the Sixteenth International AAAI Conference on Web and Social Media, 2022

LaMPost: Design and Evaluation of an AI-assisted Email Writing Prototype for Adults with Dyslexia.

Steven M. Goodman, Erin Buehler, Patrick Clary, Andy Coenen, Aaron Donsbach, Tiffanie N. Horne, Michal Lahav, Robert MacDonald, Rain Breaw Michaels, Ajit Narayanan, Mahima Pushkarna, Joel Riley, Alex Santana, Lei Shi, Rachel Sweeney, Phil Weaver, Ann Yuan, Meredith Ringel Morris

Proceedings of the 24th International ACM SIGACCESS Conference on Computers and Accessibility, 2022

A Recipe for Arbitrary Text Style Transfer with Large Language Models.

Emily Reif, Daphne Ippolito, Ann Yuan, Andy Coenen, Chris Callison-Burch, Jason Wei

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2022

2021

SynthBio: A Case Study in Human-AI Collaborative Curation of Text Datasets.

Ann Yuan, Daphne Ippolito, Vitaly Nikolaev, Chris Callison-Burch, Andy Coenen, Sebastian Gehrmann

CoRR, 2021

Wordcraft: a Human-AI Collaborative Editor for Story Writing.

Andy Coenen, Luke Davis, Daphne Ippolito, Emily Reif, Ann Yuan

CoRR, 2021

An Interpretability Illusion for BERT.

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

CoRR, 2021

SynthBio: A Case Study in Faster Curation of Text Datasets.

Ann Yuan, Daphne Ippolito, Vitaly Nikolaev, Chris Callison-Burch, Andy Coenen, Sebastian Gehrmann

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

2020

The Language Interpretability Tool: Extensible, Interactive Visualizations and Analysis for NLP Models.

Ian Tenney, James Wexler, Jasmijn Bastings, Tolga Bolukbasi, Andy Coenen, Sebastian Gehrmann, Ellen Jiang, Mahima Pushkarna, Carey Radebaugh, Emily Reif, Ann Yuan

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 2020

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

2018

Me, My Echo Chamber, and I: Introspection on Social Media Polarization.

Nabeel Gillani, Ann Yuan, Martin Saveski, Soroush Vosoughi, Deb Roy

Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

2017

TweetVista: An AI-Powered Interactive Tool for Exploring Conversations on Twitter.

Prashanth Vijayaraghavan, Soroush Vosoughi, Ann Yuan, Deb Roy

Proceedings of the Companion Publication of the 22nd International Conference on Intelligent User Interfaces, 2017

Mapping Twitter Conversation Landscapes.

Soroush Vosoughi, Prashanth Vijayaraghavan, Ann Yuan, Deb Roy

Proceedings of the Eleventh International Conference on Web and Social Media, 2017