A Survey of Human-in-the-loop for Machine Learning

2 August 2021

Xingjiao Wu

Papers citing "A Survey of Human-in-the-loop for Machine Learning"

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Title
Exploring Multimodal Foundation AI and Expert-in-the-Loop for Sustainable Management of Wild Salmon Fisheries in Indigenous Rivers Chi Xu Yili Jin Sami Ma Rongsheng Qian Hao Fang ... Xue Liu Edith Ngai William I. Atlas Katrina M. Connors Mark A. Spoljaric 31 0 0 10 May 2025
DocSpiral: A Platform for Integrated Assistive Document Annotation through Human-in-the-Spiral Qiang Sun Sirui Li Tingting Bi D. Huynh Mark Reynolds Yuanyi Luo Wei Liu 34 0 0 06 May 2025
ShadowCoT: Cognitive Hijacking for Stealthy Reasoning Backdoors in LLMs Gejian Zhao Hanzhou Wu Xinpeng Zhang Athanasios V. Vasilakos LRM 38 1 0 08 Apr 2025
LLM-based Automated Grading with Human-in-the-Loop Hang Li Yucheng Chu Kaiqi Yang Yasemin Copur-Gencturk Jiliang Tang AI4Ed ELM 59 0 0 07 Apr 2025
A Survey on Personalized Alignment -- The Missing Piece for Large Language Models in Real-World Applications Jian-Yu Guan Jiangxu Wu J. Li Chuanqi Cheng Wei Yu Wu LM&MA 71 0 0 21 Mar 2025
Advancing Human-Machine Teaming: Concepts, Challenges, and Applications Dian Chen Han Jun Yoon Zelin Wan Nithin Alluru Sang Won Lee ... Frederica F. Nelson Sunghyun Yoon Hyuk Lim Dan Dongseong Kim Jin-Hee Cho 40 0 0 16 Mar 2025
Actionable AI: Enabling Non Experts to Understand and Configure AI Systems Cécile Boulard Sruthi Viswanathan Wanda Fey Thierry Jacquin 36 0 0 09 Mar 2025
Peek into the `White-Box': A Field Study on Bystander Engagement with Urban Robot Uncertainty Xinyan Yu Marius Hoggenmueller Tram Thi Minh Tran Yiyuan Wang Qiuming Zhang M. Tomitsch 32 0 0 01 Mar 2025
Think Together and Work Better: Combining Humans' and LLMs' Think-Aloud Outcomes for Effective Text Evaluation SeongYeub Chu JongWoo Kim MunYong Yi 57 3 0 21 Feb 2025
Benchmarking Zero-Shot Facial Emotion Annotation with Large Language Models: A Multi-Class and Multi-Frame Approach in DailyLife He Zhang Xinyi Fu CVBM 50 2 0 18 Feb 2025
SCALE: Towards Collaborative Content Analysis in Social Science with Large Language Model Agents and Human Intervention Chengshuai Zhao Zhen Tan Chau-Wai Wong Xinyan Zhao Tianlong Chen Huan Liu LLMAG 53 2 0 16 Feb 2025
AdaptBot: Combining LLM with Knowledge Graphs and Human Input for Generic-to-Specific Task Decomposition and Knowledge Refinement Shivam Singh Karthik Swaminathan Nabanita Dash Ramandeep Singh Snehasis Banerjee Mohan Sridharan Madhava Krishna LLMAG LM&Ro 108 0 0 04 Feb 2025
Hands-On Tutorial: Labeling with LLM and Human-in-the-Loop Ekaterina Artemova Akim Tsvigun Dominik Schlechtweg Natalia Fedorova Konstantin Chernyshev Sergei Tilga Boris Obmoroshev SyDa VLM 125 0 0 28 Jan 2025
Comprehensive Overview of Reward Engineering and Shaping in Advancing Reinforcement Learning Applications Sinan Ibrahim Mostafa Mostafa Ali Jnadi Hadi Salloum Pavel Osinenko OffRL 49 12 0 31 Dec 2024
Improving Object Detection by Modifying Synthetic Data with Explainable AI Nitish Mital Simon Malzard Richard Walters Celso M. De Melo Raghuveer Rao Victoria Nockles 80 0 0 02 Dec 2024
Proxy-informed Bayesian transfer learning with unknown sources Sabina J. Sloman Julien Martinelli Samuel Kaski 35 0 0 05 Nov 2024
CALICO: Confident Active Learning with Integrated Calibration L. S. Querol Hajime Nagahara Hideaki Hayashi 25 0 0 02 Jul 2024
Assistive Image Annotation Systems with Deep Learning and Natural Language Capabilities: A Review Moseli Motsóehli VLM 3DV 30 0 0 28 Jun 2024
Interactive Image Selection and Training for Brain Tumor Segmentation Network Matheus A. Cerqueira Flávia Sprenger Bernardo C. A. Teixeira Alexandre X. Falcão 38 3 0 05 Jun 2024
ARAIDA: Analogical Reasoning-Augmented Interactive Data Annotation Chen Huang Yiping Jin Ilija Ilievski Wenqiang Lei Jiancheng Lv 35 3 0 20 May 2024
Monitoring Fidelity of Online Reinforcement Learning Algorithms in Clinical Trials Anna L. Trella Kelly W. Zhang Inbal Nahum-Shani Vivek Shetty Iris Yan Finale Doshi-Velez Susan A. Murphy OffRL OnRL 26 3 0 26 Feb 2024
Mathematical Algorithm Design for Deep Learning under Societal and Judicial Constraints: The Algorithmic Transparency Requirement Holger Boche Adalbert Fono Gitta Kutyniok FaML 31 4 0 18 Jan 2024
Unpacking Human-AI interactions: From interaction primitives to a design space Konstantinos Tsiakas Dave Murray-Rust 24 3 0 10 Jan 2024
AutoTask: Executing Arbitrary Voice Commands by Exploring and Learning from Mobile GUI Lihang Pan Bowen Wang Chun Yu Yuxuan Chen Xiangyu Zhang Yuanchun Shi 23 3 0 26 Dec 2023
Seeing the random forest through the decision trees. Supporting learning health systems from histopathology with machine learning models: Challenges and opportunities Ricardo Gonzalez Ashirbani Saha Clinton J.V. Campbell Peyman Nejat Cynthia Lokker Andrew P. Norgan 41 13 0 06 Dec 2023
Explaining high-dimensional text classifiers Odelia Melamed Rich Caruana 23 0 0 22 Nov 2023
BanglaNLP at BLP-2023 Task 2: Benchmarking different Transformer Models for Sentiment Analysis of Bangla Social Media Posts Saumajit Saha Albert Nanda 24 0 0 13 Oct 2023
Human-in-the-loop Machine Translation with Large Language Model Xinyi Yang Runzhe Zhan Derek F. Wong Junchao Wu Lidia S. Chao 21 3 0 13 Oct 2023
Expert enhanced dynamic time warping based anomaly detection Matej Kloska Gabriela Grmanová Viera Rozinajová 26 20 0 02 Oct 2023
Interactive Distillation of Large Single-Topic Corpora of Scientific Papers N. Solovyev Ryan Barron Manish Bhattarai M. Eren Kim Ø. Rasmussen Boian S. Alexandrov 11 1 0 19 Sep 2023
LatEval: An Interactive LLMs Evaluation Benchmark with Incomplete Information from Lateral Thinking Puzzles Shulin Huang Shirong Ma Yinghui Li Mengzuo Huang Wuhe Zou Weidong Zhang Haitao Zheng LLMAG LRM 28 26 0 21 Aug 2023
Classical Out-of-Distribution Detection Methods Benchmark in Text Classification Tasks M. Baran Joanna Baran Mateusz Wójcik Maciej Ziȩba Adam Gonczarek OODD 44 4 0 13 Jul 2023
Improving the Efficiency of Human-in-the-Loop Systems: Adding Artificial to Human Experts Johannes Jakubik Daniel Weber Patrick Hemmer Michael Vossing G. Satzger 21 2 0 06 Jul 2023
A Matter of Annotation: An Empirical Study on In Situ and Self-Recall Activity Annotations from Wearable Sensors Alexander Hoelzemann Kristof Van Laerhoven 11 6 0 15 May 2023
Transfer and Active Learning for Dissonance Detection: Addressing the Rare-Class Challenge Vasudha Varadarajan Swanie Juhng Syeda Mahwish Xiaoran Liu Jonah Luby C. Luhmann H. A. Schwartz 33 3 0 03 May 2023
Towards Theoretical Understanding of Inverse Reinforcement Learning Alberto Maria Metelli Filippo Lazzati Marcello Restelli 21 13 0 25 Apr 2023
AI for IT Operations (AIOps) on Cloud Platforms: Reviews, Opportunities and Challenges Qian Cheng Doyen Sahoo Amrita Saha Wenjing Yang Chenghao Liu Gerald Woo Manpreet Singh Silvio Saverese S. Hoi 37 17 0 10 Apr 2023
An End-to-End Human Simulator for Task-Oriented Multimodal Human-Robot Collaboration Afagh Mehri Shervedani S. Li Natawut Monaikul Bahareh Abbasi Barbara Maria Di Eugenio Milos Zefran 11 3 0 02 Apr 2023
Cross-lingual German Biomedical Information Extraction: from Zero-shot to Human-in-the-Loop Siting Liang Mareike Hartmann Daniel Sonntag 23 3 0 24 Jan 2023
DMOps: Data Management Operation and Recipes E. Choi Chanjun Park 29 7 0 02 Jan 2023
Cross-Reality Re-Rendering: Manipulating between Digital and Physical Realities Siddhartha Datta 25 0 0 15 Nov 2022
User or Labor: An Interaction Framework for Human-Machine Relationships in NLP Ruyuan Wan Naome A. Etori Karla A. Badillo-Urquiola Dongyeop Kang 9 8 0 03 Nov 2022
The Development of a Labelled te reo Māori-English Bilingual Database for Language Technology Jesin James Isabella Shields Vithya Yogarajan Peter J. Keegan C. Watson Peter-Lucas Jones Keoni Mahelona 19 2 0 21 Aug 2022
Analysis of Self-Supervised Learning and Dimensionality Reduction Methods in Clustering-Based Active Learning for Speech Emotion Recognition Einari Vaaras Manu Airaksinen Okko Rasanen 17 5 0 21 Jun 2022
Good Time to Ask: A Learning Framework for Asking for Help in Embodied Visual Navigation Jenny Zhang Samson Yu Jiafei Duan Cheston Tan 31 4 0 20 Jun 2022
OdontoAI: A human-in-the-loop labeled data set and an online platform to boost research on dental panoramic radiographs Bernardon Silva Laís Pinheiro B. Sobrinho Fernanda Lima B. Sobrinho Kalyf Abdalla M. Pithon Patrícia Cury Luciano Oliveira 21 4 0 29 Mar 2022
A Rationale-Centric Framework for Human-in-the-loop Machine Learning Jinghui Lu Linyi Yang Brian Mac Namee Yue Zhang 27 39 0 24 Mar 2022
Librarian-in-the-Loop: A Natural Language Processing Paradigm for Detecting Informal Mentions of Research Data in Academic Literature Lizhou Fan Sara Lafia David A. Bleckley E. Moss A. Thomer Libby Hemphill 28 4 0 10 Mar 2022
A-Eye: Driving with the Eyes of AI for Corner Case Generation K. Kowol S. Bracke Hanno Gottschalk 18 9 0 22 Feb 2022
Transformers in Vision: A Survey Salman Khan Muzammal Naseer Munawar Hayat Syed Waqas Zamir F. Khan M. Shah ViT 227 2,430 0 04 Jan 2021