Explainable Active Learning (XAL): An Empirical Study of How Local
Explanations Impact Annotator Experience

Explainable Active Learning (XAL): An Empirical Study of How Local Explanations Impact Annotator Experience

24 January 2020

Rachel K. E. Bellamy

Papers citing "Explainable Active Learning (XAL): An Empirical Study of How Local Explanations Impact Annotator Experience"

10 / 10 papers shown

Title
Fine-tuning of explainable CNNs for skin lesion classification based on dermatologists' feedback towards increasing trust Md Abdul Kadir Fabrizio Nunnari Daniel Sonntag FAtt 16 1 0 03 Apr 2023
Understanding the Role of Human Intuition on Reliance in Human-AI Decision-Making with Explanations Valerie Chen Q. V. Liao Jennifer Wortman Vaughan Gagan Bansal 44 105 0 18 Jan 2023
A Human-ML Collaboration Framework for Improving Video Content Reviews Meghana Deodhar Xiao Ma Yixin Cai Alex Koes Alex Beutel Jilin Chen 29 3 0 18 Oct 2022
Mediators: Conversational Agents Explaining NLP Model Behavior Nils Feldhus A. Ravichandran Sebastian Möller 43 16 0 13 Jun 2022
Perspectives on Incorporating Expert Feedback into Model Updates Valerie Chen Umang Bhatt Hoda Heidari Adrian Weller Ameet Talwalkar 35 11 0 13 May 2022
Human-AI Collaboration via Conditional Delegation: A Case Study of Content Moderation Vivian Lai Samuel Carton Rajat Bhatnagar Vera Liao Yunfeng Zhang Chenhao Tan 29 130 0 25 Apr 2022
Towards a Science of Human-AI Decision Making: A Survey of Empirical Studies Vivian Lai Chacha Chen Q. V. Liao Alison Smith-Renner Chenhao Tan 33 186 0 21 Dec 2021
Facilitating Knowledge Sharing from Domain Experts to Data Scientists for Building NLP Models Soya Park A. Wang B. Kawas Q. V. Liao David Piorkowski Marina Danilevsky 62 55 0 29 Jan 2021
Soliciting Human-in-the-Loop User Feedback for Interactive Machine Learning Reduces User Trust and Impressions of Model Accuracy Donald R. Honeycutt Mahsan Nourani Eric D. Ragan HAI 30 61 0 28 Aug 2020
Towards A Rigorous Science of Interpretable Machine Learning Finale Doshi-Velez Been Kim XAI FaML 257 3,696 0 28 Feb 2017