Jiaxin Pei

1. Future of Work with AI Agents: Auditing Automation and Augmentation Potential across the U.S. Workforce
   2025/06/06 by Yijia Shao, Humishka Zope, Shao, Yijia +11 · 19 voices · 15 citations
   Psychology · Social Sciences · #Human-Automation Interaction and Safety #Ethics and Social Impacts of AI #Digital Economy and Work Transformation
2. How Do AI Agents Spend Your Money? Analyzing and Predicting Token Consumption in Agentic Coding Tasks
   2026/04/24 by Longju Bai, Zhemin Huang, Xingyao Wang +5 · 5 voices · 2 citations
   #cs.CL #cs.AI #cs.CY #cs.HC #cs.SE
3. POTATO: The Portable Text Annotation Tool
   2022/12/16 by Jiaxin Pei, Pei, Jiaxin, Aparna Ananthasubramaniam +11 · 12 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
4. When Do Annotator Demographics Matter? Measuring the Influence of Annotator Demographics with the POPQUORN Dataset
   2023/06/12 by Jiaxin Pei, Pei, Jiaxin, David Jurgens +1 · 9 citations
   Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Misinformation and Its Impacts #Topic Modeling
5. Sociodemographic Prompting is Not Yet an Effective Approach for Simulating Subjective Judgments with LLMs
   2023/11/16 by Huaman Sun, Sun, Huaman, Jiaxin Pei +5 · 8 citations
   Computer Science · Health Professions · #Hate Speech and Cyberbullying Detection #Interpreting and Communication in Healthcare
6. User-Driven Value Alignment: Understanding Users' Perceptions and Strategies for Addressing Biased and Discriminatory Statements in AI Companions
   2024/09/01 by Xianzhe Fan, Qing Xiao, Fan, Xianzhe +11 · 10 citations
   Social Sciences · #Ethics and Social Impacts of AI
7. Measuring Sentence-Level and Aspect-Level (Un)certainty in Science Communications
   2021/09/30 by Jiaxin Pei, David Jurgens, Pei, Jiaxin +1 · 3 citations
   Computer Science · Social Sciences · #Topic Modeling #Misinformation and Its Impacts #Climate Change Communication and Perception
8. The Automated but Risky Game: Modeling and Benchmarking Agent-to-Agent Negotiations and Transactions in Consumer Markets
   2025/05/29 by S. S. Zhu, Zhu, Shenzhe, Jiao Jiao Sun +9 · 8 citations
   Decision Sciences · #Artificial Intelligence (cs.AI) #Auction Theory and Applications #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Multiagent Systems (cs.MA)
9. The Last Human-Written Paper: Agent-Native Research Artifacts
   2026/04/27 by Jiachen Liu, Jiaxin Pei, Jintao Huang +34 · 3 voices
   Computer Science · #cs.LG
10. Quantifying Intimacy in Language
    2020/11/05 by Jiaxin Pei, David Jurgens, Pei, Jiaxin +1 · 1 citation
    Computer Science · #Authorship Attribution and Profiling #Computation and Language (cs.CL) #Computers and Society (cs.CY) #Digital Communication and Language #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Social and Information Networks (cs.SI)
11. AutoLab: Can Frontier Models Solve Long-Horizon Auto Research and Engineering Tasks?
    2026/06/03 by Zhangchen Xu, Junda Chen, Yue Huang +16 · 3 voices
    Computer Science · #cs.AI #cs.LG
12. AISPA: User-Centric System Prompt Auditing for Large Language Model Applications
    2026/07/30 by Xiangning Lin, Shenzhe Zhu, Shu Yang +23 · 1 voice
    Computer Science · #cs.AI #cs.CL #cs.CY #cs.HC
13. Stop Automating Peer Review Without Rigorous Evaluation
    2026/05/04 by Joachim Baumann, Jiaxin Pei, Sanmi Koyejo +1 · 2 voices · 2 citations
    #cs.AI
14. Hidden Division of Labor in Scientific Teams Revealed Through 1.6 Million LaTeX Files
    2025/02/11 by Jiaxin Pei, Pei, Jiaxin, Lingfei Wu +2 · 1 citation
    Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Digital Libraries (cs.DL) #FOS: Computer and information sciences #Research Data Management Practices #Scientific Computing and Data Management #Social and Information Networks (cs.SI)
15. CooperBench: Why Coding Agents Cannot be Your Teammates Yet
    2026/01/19 by Arpandeep Khatua, Hao Zhu, Peter Tran +8 · 1 voice · 2 citations
    #cs.LG #cs.AI #cs.CL #cs.MA #cs.SI
16. Interactive Task Alignment as a POMDP
    2026/07/17 by Andy Dai, Zexue He, Zhenyu Zhang +2
    #cs.AI
17. Humanly: A Configurable and Traceable Environment for Human-AI Collaborative Writing
    2026/07/23 by Shenzhe Zhu, Haoqian Zhang, Xu Yang +7
    #cs.CL