Shen, Hua
- Position: Towards Bidirectional Human-AI Alignment
2024/06/13 by Hua Shen, Shen, Hua, Tiffany Knearem +45 · 2 voices · 14 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #cs.AI #cs.CL #cs.HC
- Interpretable Deep Learning under Fire
2018/12/03 by Xinyang Zhang, Ningfei Wang, Zhang, Xinyang +9 · 6 citations
Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #Anomaly Detection Techniques and Applications
- ValueCompass: A Framework for Measuring Contextual Value Alignment Between Human and LLMs
2024/09/15 by Hua Shen, Tiffany Knearem, Shen, Hua +10 · 10 citations
Social Sciences · Engineering · Business, Management and Accounting · #Ethics and Social Impacts of AI #Digital Transformation in Industry #Big Data and Business Intelligence
- Real or Robotic? Assessing Whether LLMs Accurately Simulate Qualities of Human Responses in Dialogue
2024/09/12 by Jonathan Ivey, Shivani Kumar, Ivey, Jonathan +27 · 1 voice · 6 citations
#cs.CL #cs.CY #cs.HC
- Mind the Value-Action Gap: Do LLMs Act in Alignment with Their Values?
2025/01/26 by Hua Shen, Shen, Hua, Nicholas A. Clark +3 · 10 citations
Economics, Econometrics and Finance · Business, Management and Accounting · #Diverse Perspectives in Modern Studies #Business Law and Ethics #Corporate Insolvency and Governance
- How Useful Are the Machine-Generated Interpretations to General Users? A Human Evaluation on Guessing the Incorrectly Predicted Labels
2020/08/26 by Shen, Hua, Huang, Ting-Hao Kenneth · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- ConvXAI: Delivering Heterogeneous AI Explanations via Conversations to Support Human-AI Scientific Writing
2023/05/16 by Shen, Hua, Huang, Chieh-Yang, Wu, Tongshuang +1 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- Epistemic Alignment: A Mediating Framework for User-LLM Knowledge Delivery
2025/04/01 by Clark, Nicholas, Shen, Hua, Howe, Bill +1 · 6 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- Does Human Collaboration Enhance the Accuracy of Identifying LLM-Generated Deepfake Texts?
2023/04/03 by Adaku Uchendu, Uchendu, Adaku, Jooyoung Lee +9 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Human-Computer Interaction (cs.HC) #Text Readability and Simplification #Topic Modeling
- SpeechPrompt v2: Prompt Tuning for Speech Classification Tasks
2023/03/01 by Kai-Wei Chang, Chang, Kai-Wei, Yu–Kai Wang +11 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Topic Modeling #electronic engineering #information engineering
- Gentopia: A Collaborative Platform for Tool-Augmented LLMs
2023/08/08 by Binfeng Xu, Xu, Binfeng, Xin Liu +17 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Topic Modeling
- MultiTurnCleanup: A Benchmark for Multi-Turn Spoken Conversational Transcript Cleanup
2023/05/19 by Shen, Hua, Zayats, Vicky, Rocholl, Johann C. +2 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- NoMatterXAI: Generating "No Matter What" Alterfactual Examples for Explaining Black-Box Text Classification Models
2024/08/20 by Tuc Nguyen, J.H. Michels, Nguyen, Tuc +5 · 1 citation
Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- The Siren Song of LLMs: How Users Perceive and Respond to Dark Patterns in Large Language Models
2025/09/13 by Shi, Yike, Xiao, Qing, Hu, Qing +2 · 1 citation
#FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)