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Benjamin Hoover

Fairness Evaluation in Text Classification: Machine Learning Practitioner Perspectives of Individual and Group Fairness

Mar 01, 2023
Zahra Ashktorab, Benjamin Hoover, Mayank Agarwal, Casey Dugan, Werner Geyer, Hao Bang Yang, Mikhail Yurochkin

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* To appear in Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems (CHI '23)

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DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Nov 15, 2022
Zijie J. Wang, Evan Montoya, David Munechika, Haoyang Yang, Benjamin Hoover, Duen Horng Chau

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* 14 pages, 5 figures. The dataset is available at https://huggingface.co/datasets/poloclub/diffusiondb. The code is at https://github.com/poloclub/diffusiondb

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Interactive and Visual Prompt Engineering for Ad-hoc Task Adaptation with Large Language Models

Aug 16, 2022
Hendrik Strobelt, Albert Webson, Victor Sanh, Benjamin Hoover, Johanna Beyer, Hanspeter Pfister, Alexander M. Rush

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* 9 pages content, 2 pages references

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LMdiff: A Visual Diff Tool to Compare Language Models

Nov 02, 2021
Hendrik Strobelt, Benjamin Hoover, Arvind Satyanarayan, Sebastian Gehrmann

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* EMNLP 2021 Demo Paper

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Shared Interest: Large-Scale Visual Analysis of Model Behavior by Measuring Human-AI Alignment

Jul 20, 2021
Angie Boggust, Benjamin Hoover, Arvind Satyanarayan, Hendrik Strobelt

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* 14 pages, 8 figures. For more details, see http://shared-interest.csail.mit.edu

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FairyTailor: A Multimodal Generative Framework for Storytelling

Jul 13, 2021
Eden Bensaid, Mauro Martino, Benjamin Hoover, Jacob Andreas, Hendrik Strobelt

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* visit https://fairytailor.org/ and https://github.com/EdenBD/MultiModalStory-demo for web demo and source code

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Can a Fruit Fly Learn Word Embeddings?

Jan 18, 2021
Yuchen Liang, Chaitanya K. Ryali, Benjamin Hoover, Leopold Grinberg, Saket Navlakha, Mohammed J. Zaki, Dmitry Krotov

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* Accepted for publication at ICLR 2021

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