Jinho D. Choi

1. Emotion Detection on TV Show Transcripts with Sequence-based Convolutional Neural Networks
   2017/08/14 by Sayyed M. Zahiri, Zahiri, Sayyed M., Jinho D. Choi +1 · 8 citations
   Computer Science · Psychology · #Computation and Language (cs.CL) #Emotion and Mood Recognition #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining #Video Analysis and Summarization
2. The Stem Cell Hypothesis: Dilemma behind Multi-Task Learning with Transformer Encoders
   2021/09/14 by Han He, He, Han, Jinho D. Choi +1 · 6 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Reinforcement Learning in Robotics #Explainable Artificial Intelligence (XAI)
3. Sparse autoencoders reveal selective remapping of visual concepts during adaptation
   2024/12/06 by Hyesu Lim, Lim, Hyesu, Jinho D. Choi +5 · 13 citations
   Computer Science · #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition
4. NL-Augmenter: A Framework for Task-Sensitive Natural Language\n Augmentation
   2021/12/05 by Kaustubh Dhole, Varun Gangal, Dhole, Kaustubh D. +221 · 4 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
5. Automatic Text-based Personality Recognition on Monologues and Multiparty Dialogues Using Attentive Networks and Contextual Embeddings
   2019/11/21 by Hang Jiang, Jiang, Hang, Xianzhe Zhang +3 · 3 citations
   Computer Science · Psychology · #Topic Modeling #Mental Health via Writing #Sentiment Analysis and Opinion Mining
6. FedTherapist: Mental Health Monitoring with User-Generated Linguistic Expressions on Smartphones via Federated Learning
   2023/10/25 by Jaemin Shin, H.S. Yoon, Shin, Jaemin +11 · 3 citations
   Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Digital Mental Health Interventions #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mental Health Research Topics #Mental Health via Writing
7. Diverse and Effective Synthetic Data Generation for Adaptable Zero-Shot Dialogue State Tracking
   2024/05/21 by James D. Finch, Jinho D. Choi, Finch, James D. +1 · 3 citations
   Computer Science · #Computation and Language (cs.CL) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Speech and dialogue systems
8. Intensionalizing Abstract Meaning Representations: Non-Veridicality and\n Scope
   2021/09/20 by Gregor Williamson, Patrick D. Elliott, Williamson, Gregor +6 · 1 citation
   Computer Science · Biochemistry, Genetics and Molecular Biology · #Natural Language Processing Techniques #Semantic Web and Ontologies #Biomedical Text Mining and Ontologies
9. Transforming Slot Schema Induction with Generative Dialogue State Inference
   2024/08/03 by James D. Finch, Boxin Zhao, Finch, James D. +3 · 2 citations
   Computer Science · #Speech and dialogue systems #Topic Modeling #Natural Language Processing Techniques
10. TRUST: An LLM-Based Dialogue System for Trauma Understanding and Structured Assessments
    2025/04/30 by Sichang Tu, Tu, Sichang, Abigail Powers +5 · 2 citations
    Medicine · Computer Science · #Artificial Intelligence in Healthcare and Education #Machine Learning in Healthcare #Topic Modeling
11. Emora: An Inquisitive Social Chatbot Who Cares For You
    2020/09/10 by Sarah E. Finch, James D. Finch, Finch, Sarah E. +19 · 1 citation
    Computer Science · #Topic Modeling #AI in Service Interactions #Sentiment Analysis and Opinion Mining
12. What Models Express, Suppress, and Resist: Auditing Open-Weight LLMs with Persona Vectors
    2026/07/14 by Winston Zeng, Ali Emami, Jinho D. Choi
    #cs.CL #cs.AI