SEAL : Interactive Tool for Systematic Error Analysis and Labeling

SEAL : Interactive Tool for Systematic Error Analysis and Labeling

11 October 2022

Margaret Mitchell

Papers citing "SEAL : Interactive Tool for Systematic Error Analysis and Labeling"

16 / 16 papers shown

Title
Error Discovery by Clustering Influence Embeddings Fulton Wang Julius Adebayo Sarah Tan Diego Garcia-Olano Narine Kokhlikyan 21 3 0 07 Dec 2023
TLDR: Text Based Last-layer Retraining for Debiasing Image Classifiers Juhyeon Park Seokhyeon Jeong Taesup Moon 38 1 0 30 Nov 2023
Effective Human-AI Teams via Learned Natural Language Rules and Onboarding Hussein Mozannar Jimin J Lee Dennis L. Wei P. Sattigeri Subhro Das David Sontag 41 11 0 02 Nov 2023
InterroLang: Exploring NLP Models and Datasets through Dialogue-based Explanations Nils Feldhus Qianli Wang Tatiana Anikina Sahil Chopra Cennet Oguz Sebastian Möller 32 9 0 09 Oct 2023
Where Does My Model Underperform? A Human Evaluation of Slice Discovery Algorithms Nari Johnson Ángel Alexander Cabrera Gregory Plumb Ameet Talwalkar 31 13 0 13 Jun 2023
Scalable Performance Analysis for Vision-Language Models Santiago Castro Oana Ignat Rada Mihalcea VLM 32 1 0 30 May 2023
Targeted Data Generation: Finding and Fixing Model Weaknesses Zexue He Marco Tulio Ribeiro Fereshte Khani 29 13 0 28 May 2023
Has It All Been Solved? Open NLP Research Questions Not Solved by Large Language Models Oana Ignat Zhijing Jin Artem Abzaliev Laura Biester Santiago Castro ... Verónica Pérez-Rosas Siqi Shen Zekun Wang Winston Wu Rada Mihalcea LRM 41 6 0 21 May 2023
Bias in Pruned Vision Models: In-Depth Analysis and Countermeasures Eugenia Iofinova Alexandra Peste Dan Alistarh 28 9 0 25 Apr 2023
ESCAPE: Countering Systematic Errors from Machine's Blind Spots via Interactive Visual Analysis Yongsu Ahn Y. Lin Panpan Xu Zeng Dai AAML HAI 21 8 0 16 Mar 2023
Discovering and Mitigating Visual Biases through Keyword Explanation Younghyun Kim Sangwoo Mo Minkyu Kim Kyungmin Lee Jaeho Lee Jinwoo Shin 40 32 0 26 Jan 2023
Measuring Data Margaret Mitchell A. Luccioni Nathan Lambert Marissa Gerchick Angelina McMillan-Major Ezinwanne Ozoani Nazneen Rajani Tristan Thrush Yacine Jernite Douwe Kiela 27 16 0 09 Dec 2022
Discover, Explanation, Improvement: An Automatic Slice Detection Framework for Natural Language Processing Wenyue Hua Lifeng Jin Linfeng Song Haitao Mi Yongfeng Zhang Dong Yu 32 1 0 08 Nov 2022
Towards a More Rigorous Science of Blindspot Discovery in Image Classification Models Gregory Plumb Nari Johnson Ángel Alexander Cabrera Ameet Talwalkar 40 5 0 08 Jul 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 322 11,953 0 04 Mar 2022
Robustness Gym: Unifying the NLP Evaluation Landscape Karan Goel Nazneen Rajani Jesse Vig Samson Tan Jason M. Wu Stephan Zheng Caiming Xiong Joey Tianyi Zhou Christopher Ré AAML OffRL OOD 154 136 0 13 Jan 2021