Stephen H. Bach
Brown University
H-index: 23
North America-United States
Top articles of Stephen H. Bach
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Language models in the loop: Incorporating prompting into weak supervision | ACM/JMS Journal of Data Science | Ryan Smith Jason A Fries Braden Hancock Stephen H Bach | 2024/4/8 |
If CLIP Could Talk: Understanding Vision-Language Model Representations Through Their Preferred Concept Descriptions | arXiv preprint arXiv:2403.16442 | Reza Esfandiarpoor Cristina Menghini Stephen H Bach | 2024/3/25 |
Learning to Generate Instruction Tuning Datasets for Zero-Shot Task Adaptation | arXiv preprint arXiv:2402.18334 | Nihal V Nayak Yiyang Nan Avi Trost Stephen H Bach | 2024/2/28 |
LexC-Gen: Generating Data for Extremely Low-Resource Languages with Large Language Models and Bilingual Lexicons | arXiv preprint arXiv:2402.14086 | Zheng-Xin Yong Cristina Menghini Stephen H Bach | 2024/2/21 |
Leveraging large language models for structure learning in prompted weak supervision | Jinyan Su Peilin Yu Jieyu Zhang Stephen H Bach | 2023/12/15 | |
Tasks Algorithmically Given Labels Established via Transferred Symbols (TAGLETS) | Michael Littman Eli Upfal Stephen Bach James Tompkin | 2023/9/20 | |
Enhancing clip with clip: Exploring pseudolabeling for limited-label prompt tuning | Advances in Neural Information Processing Systems 36 (NeurIPS 2023) | Cristina Menghini Andrew Delworth Stephen H Bach | 2023/6/2 |
An Adaptive Method for Weak Supervision with Drifting Data | arXiv preprint arXiv:2306.01658 | Alessio Mazzetto Reza Esfandiarpoor Eli Upfal Stephen H Bach | 2023/6/2 |
Learning to Generate Instructions to Adapt Language Models to New Tasks | Nihal Nayak Yiyang Nan Avi Trost Stephen Bach | 2023/11/26 | |
Alfred: A system for prompted weak supervision | arXiv preprint arXiv:2305.18623 | Peilin Yu Stephen Bach | 2023/5/29 |
Follow-Up Differential Descriptions: Language Models Resolve Ambiguities for Image Classification | arXiv preprint arXiv:2311.07593 | Reza Esfandiarpoor Stephen H Bach | 2023/11/10 |
Low-resource languages jailbreak gpt-4 | NeurIPS Socially Responsible Language Modelling Research (SoLaR) 2023 | Zheng-Xin Yong Cristina Menghini Stephen H Bach | 2023/10/3 |
Learning to compose soft prompts for compositional zero-shot learning | arXiv preprint arXiv:2204.03574 | Nihal V Nayak Peilin Yu Stephen H Bach | 2022/4/7 |
Tight lower bounds on worst-case guarantees for zero-shot learning with attributes | Advances in Neural Information Processing Systems | Alessio Mazzetto Cristina Menghini Andrew Yuan Eli Upfal Stephen Bach | 2022/12/6 |
Promptsource: An integrated development environment and repository for natural language prompts | arXiv preprint arXiv:2202.01279 | Stephen H Bach Victor Sanh Zheng-Xin Yong Albert Webson Colin Raffel | 2022/2/2 |
Bloom: A 176b-parameter open-access multilingual language model | Teven Le Scao Angela Fan Christopher Akiki Ellie Pavlick Suzana Ilić | 2023/11/20 | |
Fairness via explanation quality: Evaluating disparities in the quality of post hoc explanations | Jessica Dai Sohini Upadhyay Ulrich Aivodji Stephen H Bach Himabindu Lakkaraju | 2022/7/26 | |
Learning from multiple noisy partial labelers | Peilin Yu Tiffany Ding Stephen H Bach | 2022/5/3 | |
Does CLIP bind concepts? Probing compositionality in large image models | arXiv preprint arXiv:2212.10537 | Martha Lewis Nihal V Nayak Peilin Yu Qinan Yu Jack Merullo | 2022/12/20 |
TAGLETS: A system for automatic semi-supervised learning with auxiliary data | Proceedings of Machine Learning and Systems | Wasu Piriyakulkij Cristina Menghini Ross Briden Nihal Vivekanand Nayak Jeffrey Zhu | 2022/4/22 |
Co-Authors
