Conversational Topic Recommendation in Counseling and Psychotherapy with Decision Transformer and Large Language Models
Fuente:
arXiv
Guardado en:
| Autores principales: | Gunal, Aylin, Lin, Baihan, Bouneffouf, Djallel |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
COMPASS: Computational Mapping of Patient-Therapist Alliance Strategies with Language Modeling
por: Lin, Baihan, et al.
Publicado: (2024)
por: Lin, Baihan, et al.
Publicado: (2024)
Enhancing Psychotherapy Counseling: A Data Augmentation Pipeline Leveraging Large Language Models for Counseling Conversations
por: Kim, Jun-Woo, et al.
Publicado: (2024)
por: Kim, Jun-Woo, et al.
Publicado: (2024)
Examining Spanish Counseling with MIDAS: a Motivational Interviewing Dataset in Spanish
por: Gunal, Aylin, et al.
Publicado: (2025)
por: Gunal, Aylin, et al.
Publicado: (2025)
Conversational DNA: A New Visual Language for Understanding Dialogue Structure in Human and AI
por: Lin, Baihan
Publicado: (2025)
por: Lin, Baihan
Publicado: (2025)
Enhancing Value Alignment of LLMs with Multi-agent system and Combinatorial Fusion
por: Wu, Yuanhong, et al.
Publicado: (2026)
por: Wu, Yuanhong, et al.
Publicado: (2026)
Survey: Multi-Armed Bandits Meet Large Language Models
por: Bouneffouf, Djallel, et al.
Publicado: (2025)
por: Bouneffouf, Djallel, et al.
Publicado: (2025)
Evaluating the Prompt Steerability of Large Language Models
por: Miehling, Erik, et al.
Publicado: (2024)
por: Miehling, Erik, et al.
Publicado: (2024)
Assessing AI Utility: The Random Guesser Test for Sequential Decision-Making Systems
por: Ide, Shun, et al.
Publicado: (2024)
por: Ide, Shun, et al.
Publicado: (2024)
Distilling Bayesian Belief States into Language Models for Auditable Negotiation
por: Cui, Zongqi, et al.
Publicado: (2026)
por: Cui, Zongqi, et al.
Publicado: (2026)
Evaluating Large Language Models for Anxiety and Depression Classification using Counseling and Psychotherapy Transcripts
por: Sun, Junwei, et al.
Publicado: (2024)
por: Sun, Junwei, et al.
Publicado: (2024)
Towards Understanding Counseling Conversations: Domain Knowledge and Large Language Models
por: Lee, Younghun, et al.
Publicado: (2024)
por: Lee, Younghun, et al.
Publicado: (2024)
Scopes of Alignment
por: Varshney, Kush R., et al.
Publicado: (2025)
por: Varshney, Kush R., et al.
Publicado: (2025)
Mitigating Misalignment Contagion by Steering with Implicit Traits
por: Chang, Maria, et al.
Publicado: (2026)
por: Chang, Maria, et al.
Publicado: (2026)
ConvCounsel: A Conversational Dataset for Student Counseling
por: Chen, Po-Chuan, et al.
Publicado: (2024)
por: Chen, Po-Chuan, et al.
Publicado: (2024)
Advancing Conversational Psychotherapy: Integrating Privacy, Dual-Memory, and Domain Expertise with Large Language Models
por: Zhang, XiuYu, et al.
Publicado: (2024)
por: Zhang, XiuYu, et al.
Publicado: (2024)
Interpolating Item and User Fairness in Multi-Sided Recommendations
por: Chen, Qinyi, et al.
Publicado: (2023)
por: Chen, Qinyi, et al.
Publicado: (2023)
PeReGrINE: Evaluating Personalized Review Fidelity with User Item Graph Context
por: Au, Steven, et al.
Publicado: (2026)
por: Au, Steven, et al.
Publicado: (2026)
Word Clouds as Common Voices: LLM-Assisted Visualization of Participant-Weighted Themes in Qualitative Interviews
por: Colonel, Joseph T., et al.
Publicado: (2025)
por: Colonel, Joseph T., et al.
Publicado: (2025)
Trust Modeling in Counseling Conversations: A Benchmark Study
por: Srivastava, Aseem, et al.
Publicado: (2025)
por: Srivastava, Aseem, et al.
Publicado: (2025)
Addressing Topic Granularity and Hallucination in Large Language Models for Topic Modelling
por: Mu, Yida, et al.
Publicado: (2024)
por: Mu, Yida, et al.
Publicado: (2024)
A Taxonomy of Stereotype Content in Large Language Models
por: Nicolas, Gandalf, et al.
Publicado: (2024)
por: Nicolas, Gandalf, et al.
Publicado: (2024)
A Survey of Large Language Models in Psychotherapy: Current Landscape and Future Directions
por: Na, Hongbin, et al.
Publicado: (2025)
por: Na, Hongbin, et al.
Publicado: (2025)
The Language of Attachment: Modeling Attachment Dynamics in Psychotherapy
por: Bredgaard, Frederik, et al.
Publicado: (2025)
por: Bredgaard, Frederik, et al.
Publicado: (2025)
Psychological Counseling Ability of Large Language Models
por: Peng, Fangyu, et al.
Publicado: (2025)
por: Peng, Fangyu, et al.
Publicado: (2025)
Rethinking the Evaluation for Conversational Recommendation in the Era of Large Language Models
por: Wang, Xiaolei, et al.
Publicado: (2023)
por: Wang, Xiaolei, et al.
Publicado: (2023)
Knowledge Planning in Large Language Models for Domain-Aligned Counseling Summarization
por: Srivastava, Aseem, et al.
Publicado: (2024)
por: Srivastava, Aseem, et al.
Publicado: (2024)
Neural Topic Modeling with Large Language Models in the Loop
por: Yang, Xiaohao, et al.
Publicado: (2024)
por: Yang, Xiaohao, et al.
Publicado: (2024)
Comprehensive Evaluation of Large Language Models for Topic Modeling
por: Doi, Tomoki, et al.
Publicado: (2024)
por: Doi, Tomoki, et al.
Publicado: (2024)
Psychological Counseling Cannot Be Achieved Overnight: Automated Psychological Counseling Through Multi-Session Conversations
por: Wang, Junzhe, et al.
Publicado: (2025)
por: Wang, Junzhe, et al.
Publicado: (2025)
Harmonizing Large Language Models with Collaborative Behavioral Signals for Conversational Recommendation
por: Li, Guanrong, et al.
Publicado: (2025)
por: Li, Guanrong, et al.
Publicado: (2025)
Optimizing Psychological Counseling with Instruction-Tuned Large Language Models
por: Li, Wenjie, et al.
Publicado: (2024)
por: Li, Wenjie, et al.
Publicado: (2024)
Item-Language Model for Conversational Recommendation
por: Yang, Li, et al.
Publicado: (2024)
por: Yang, Li, et al.
Publicado: (2024)
Geopolitical Parallax: Beyond Walter Lippmann Just After Large Language Models
por: Yavuz, Mehmet Can, et al.
Publicado: (2025)
por: Yavuz, Mehmet Can, et al.
Publicado: (2025)
Reindex-Then-Adapt: Improving Large Language Models for Conversational Recommendation
por: He, Zhankui, et al.
Publicado: (2024)
por: He, Zhankui, et al.
Publicado: (2024)
CET2: Modelling Topic Transitions for Coherent and Engaging Knowledge-Grounded Conversations
por: Xu, Lin, et al.
Publicado: (2024)
por: Xu, Lin, et al.
Publicado: (2024)
Hierarchical Graph Topic Modeling with Topic Tree-based Transformer
por: Zhang, Delvin Ce, et al.
Publicado: (2025)
por: Zhang, Delvin Ce, et al.
Publicado: (2025)
Chain of Empathy: Enhancing Empathetic Response of Large Language Models Based on Psychotherapy Models
por: Lee, Yoon Kyung, et al.
Publicado: (2023)
por: Lee, Yoon Kyung, et al.
Publicado: (2023)
HealMe: Harnessing Cognitive Reframing in Large Language Models for Psychotherapy
por: Xiao, Mengxi, et al.
Publicado: (2024)
por: Xiao, Mengxi, et al.
Publicado: (2024)
PsychCounsel-Bench: Evaluating the Psychology Intelligence of Large Language Models
por: Zeng, Min
Publicado: (2025)
por: Zeng, Min
Publicado: (2025)
Perceptual Reality Transformer: Neural Architectures for Simulating Neurological Perception Conditions
por: Lin, Baihan
Publicado: (2025)
por: Lin, Baihan
Publicado: (2025)
Ejemplares similares
-
COMPASS: Computational Mapping of Patient-Therapist Alliance Strategies with Language Modeling
por: Lin, Baihan, et al.
Publicado: (2024) -
Enhancing Psychotherapy Counseling: A Data Augmentation Pipeline Leveraging Large Language Models for Counseling Conversations
por: Kim, Jun-Woo, et al.
Publicado: (2024) -
Examining Spanish Counseling with MIDAS: a Motivational Interviewing Dataset in Spanish
por: Gunal, Aylin, et al.
Publicado: (2025) -
Conversational DNA: A New Visual Language for Understanding Dialogue Structure in Human and AI
por: Lin, Baihan
Publicado: (2025) -
Enhancing Value Alignment of LLMs with Multi-agent system and Combinatorial Fusion
por: Wu, Yuanhong, et al.
Publicado: (2026)