From Selection to Generation: A Survey of LLM-based Active Learning

Authors: Xia, Yu, Mukherjee, Subhojyoti, Xie, Zhouhang, Wu, Junda, Li, Xintong, Aponte, Ryan, Lyu, Hanjia, Barrow, Joe, Chen, Hongjie, Dernoncourt, Franck, Kveton, Branislav, Yu, Tong, Zhang, Ruiyi, Gu, Jiuxiang, Ahmed, Nesreen K., Wang, Yu, Chen, Xiang, Deilamsalehy, Hanieh, Kim, Sungchul, Hu, Zhengmian, Zhao, Yue, Lipka, Nedim, Yoon, Seunghyun, Huang, Ting-Hao Kenneth, Wang, Zichao, Mathur, Puneet, Pal, Soumyabrata, Mukherjee, Koyel, Zhang, Zhehao, Park, Namyong, Nguyen, Thien Huu, Luo, Jiebo, Rossi, Ryan A., McAuley, Julian

Subject Terms: Computer Science - Machine Learning, Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2502.11767

Prompting in the Dark: Assessing Human Performance in Prompt Engineering for Data Labeling When Gold Labels Are Absent

Authors: He, Zeyu, Naphade, Saniya, Huang, Ting-Hao 'Kenneth'

Subject Terms: Computer Science - Human-Computer Interaction, Computer Science - Artificial Intelligence, Computer Science - Computation and Language, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2502.11267

Using Contextually Aligned Online Reviews to Measure LLMs' Performance Disparities Across Language Varieties

Authors: Tang, Zixin, Huang, Chieh-Yang, Li, Tsung-Che, Ng, Ho Yin Sam, Huang, Hen-Hsen, Huang, Ting-Hao 'Kenneth'

Subject Terms: Computer Science - Computation and Language, Computer Science - Human-Computer Interaction

Access URL: http://arxiv.org/abs/2502.07058

Hashtag Re-Appropriation for Audience Control on Recommendation-Driven Social Media Xiaohongshu (rednote)

Authors: Wan, Ruyuan, Tong, Lingbo, Knearem, Tiffany, Li, Toby Jia-Jun, Huang, Ting-Hao 'Kenneth', Wu, Qunfang

Subject Terms: Computer Science - Human-Computer Interaction, Computer Science - Computers and Society, Computer Science - Information Retrieval, Computer Science - Social and Information Networks

Access URL: http://arxiv.org/abs/2501.18210

Understanding How Paper Writers Use AI-Generated Captions in Figure Caption Writing

Authors: Yin, Ho, Ng, Hsu, Ting-Yao, Min, Jiyoo, Kim, Sungchul, Rossi, Ryan A., Yu, Tong, Jung, Hyunggu, Huang, Ting-Hao 'Kenneth'

Subject Terms: Computer Science - Human-Computer Interaction, Computer Science - Artificial Intelligence, Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2501.06317

Multi-LLM Collaborative Caption Generation in Scientific Documents

Authors: Kim, Jaeyoung, Lee, Jongho, Choi, Hong-Jun, Hsu, Ting-Yao, Huang, Chieh-Yang, Kim, Sungchul, Rossi, Ryan, Yu, Tong, Giles, Clyde Lee, Huang, Ting-Hao 'Kenneth', Choi, Sungchul

Subject Terms: Computer Science - Computation and Language, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2501.02552

CoCoLoFa: A Dataset of News Comments with Common Logical Fallacies Written by LLM-Assisted Crowds

Authors: Yeh, Min-Hsuan, Wan, Ruyuan, Huang, Ting-Hao 'Kenneth'

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2410.03457

What Color Scheme is More Effective in Assisting Readers to Locate Information in a Color-Coded Article?

Authors: Ng, Ho Yin, He, Zeyu, Huang, Ting-Hao 'Kenneth'

Subject Terms: Computer Science - Human-Computer Interaction, Computer Science - Computation and Language, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2408.06494

Generating Educational Materials with Different Levels of Readability using LLMs

Authors: Huang, Chieh-Yang, Wei, Jing, Huang, Ting-Hao 'Kenneth'

Subject Terms: Computer Science - Computation and Language, Computer Science - Human-Computer Interaction

Access URL: http://arxiv.org/abs/2406.12787

How Does Conversation Length Impact User's Satisfaction? A Case Study of Length-Controlled Conversations with LLM-Powered Chatbots

Authors: Huang, Shih-Hong, Lin, Ya-Fang, He, Zeyu, Huang, Chieh-Yang, Huang, Ting-Hao 'Kenneth'

Subject Terms: Computer Science - Human-Computer Interaction

Access URL: http://arxiv.org/abs/2404.17025

If in a Crowdsourced Data Annotation Pipeline, a GPT-4

Authors: He, Zeyu, Huang, Chieh-Yang, Ding, Chien-Kuang Cornelia, Rohatgi, Shaurya, Huang, Ting-Hao 'Kenneth'

Subject Terms: Computer Science - Human-Computer Interaction, Computer Science - Artificial Intelligence, Computer Science - Computation and Language, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2402.16795

Inspo: Writing with Crowds Alongside AI

Authors: Huang, Chieh-Yang, Gautam, Sanjana, Brooks, Shannon McClellan, Lin, Ya-Fang, Knearem, Tiffany, Huang, Ting-Hao 'Kenneth'

Subject Terms: Computer Science - Human-Computer Interaction

Access URL: http://arxiv.org/abs/2311.16521

Location-Aware Visual Question Generation with Lightweight Models

Authors: Suwono, Nicholas Collin, Chen, Justin Chih-Yao, Hung, Tun Min, Huang, Ting-Hao Kenneth, Liao, I-Bin, Li, Yung-Hui, Ku, Lun-Wei, Sun, Shao-Hua

Subject Terms: Computer Science - Computation and Language, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2310.15129

Unmasking Nationality Bias: A Study of Human Perception of Nationalities in AI-Generated Articles

Authors: Venkit, Pranav Narayanan, Gautam, Sanjana, Panchanadikar, Ruchi, Huang, Ting-Hao `Kenneth', Wilson, Shomir

Subject Terms: Computer Science - Computation and Language, Computer Science - Computers and Society

Access URL: http://arxiv.org/abs/2308.04346

Good Data, Large Data, or No Data? Comparing Three Approaches in Developing Research Aspect Classifiers for Biomedical Papers

Authors: Chandrasekhar, Shreya, Huang, Chieh-Yang, Huang, Ting-Hao 'Kenneth'

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2306.04820

ConvXAI: Delivering Heterogeneous AI Explanations via Conversations to Support Human-AI Scientific Writing

Authors: Shen, Hua, Huang, Chieh-Yang, Wu, Tongshuang, Huang, Ting-Hao 'Kenneth'

Subject Terms: Computer Science - Human-Computer Interaction, Computer Science - Artificial Intelligence, Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2305.09770

Does Human Collaboration Enhance the Accuracy of Identifying LLM-Generated Deepfake Texts?

Authors: Uchendu, Adaku, Lee, Jooyoung, Shen, Hua, Le, Thai, Huang, Ting-Hao 'Kenneth', Lee, Dongwon

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence, Computer Science - Human-Computer Interaction

Access URL: http://arxiv.org/abs/2304.01002

What Types of Questions Require Conversation to Answer? A Case Study of AskReddit Questions

Authors: Huang, Shih-Hong, Huang, Chieh-Yang, Lin, Ya-Fang, Huang, Ting-Hao 'Kenneth'

Subject Terms: Computer Science - Human-Computer Interaction, Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2303.17710

Summaries as Captions: Generating Figure Captions for Scientific Documents with Automated Text Summarization

Authors: Huang, Chieh-Yang, Hsu, Ting-Yao, Rossi, Ryan, Nenkova, Ani, Kim, Sungchul, Chan, Gromit Yeuk-Yin, Koh, Eunyee, Giles, Clyde Lee, Huang, Ting-Hao 'Kenneth'

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2302.12324

Conveying the Predicted Future to Users: A Case Study of Story Plot Prediction

Authors: Huang, Chieh-Yang, Naphade, Saniya, Karanam, Kavya Laalasa, Huang, Ting-Hao 'Kenneth'

Subject Terms: Computer Science - Computation and Language, Computer Science - Human-Computer Interaction

Access URL: http://arxiv.org/abs/2302.09122