Cover Image

How Real Are Synthetic Therapy Conversations? Evaluating Fidelity in Prolonged Exposure Dialogues

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	BN, Suhas, Mattioli, Dominik, Abdullah, Saeed, Arriaga, Rosa I., Wiese, Chris W., Sherrill, Andrew M.
Format:	Preprint
Published:	2025
Subjects:	Computation and Language Artificial Intelligence Computers and Society Human-Computer Interaction 68T50 I.2.7; H.3.1
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Thousand Voices of Trauma: A Large-Scale Synthetic Dataset for Modeling Prolonged Exposure Therapy Conversations
by: BN, Suhas, et al.
Published: (2025)

The Pursuit of Empathy: Evaluating Small Language Models for PTSD Dialogue Support
by: BN, Suhas, et al.
Published: (2025)

Fine-Tuning Large Audio-Language Models with LoRA for Precise Temporal Localization of Prolonged Exposure Therapy Elements
by: BN, Suhas, et al.
Published: (2025)

AI Safety Training Can be Clinically Harmful
by: BN, Suhas, et al.
Published: (2026)

Argument Quality Annotation and Gender Bias Detection in Financial Communication through Large Language Models
by: Alhamzeh, Alaa, et al.
Published: (2025)

LLM-Assisted Crisis Management: Building Advanced LLM Platforms for Effective Emergency Response and Public Collaboration
by: Otal, Hakan T., et al.
Published: (2024)

Reviewriter: AI-Generated Instructions For Peer Review Writing
by: Su, Xiaotian, et al.
Published: (2025)

How GenAI Mentor Configurations Shape Early Collaborative Dynamics: A Classroom Comparison of Individual and Shared Agents
by: Zha, Siyu, et al.
Published: (2026)

Estimating Exam Item Difficulty with LLMs: A Benchmark on Brazil's ENEM Corpus
by: Brant, Thiago, et al.
Published: (2026)

Subjective Question Generation and Answer Evaluation using NLP
by: Islam, G. M. Refatul, et al.
Published: (2025)

Tokenization Standards for Linguistic Integrity: Turkish as a Benchmark
by: Bayram, M. Ali, et al.
Published: (2025)

Computational Social Linguistics for Telugu Cultural Preservation: Novel Algorithms for Chandassu Metrical Pattern Recognition
by: Pavan, Boddu Sri, et al.
Published: (2025)

Geist in the Machine: Simulating Recognition and Inner Dialogue in AI-Mediated Teaching and Research
by: Magee, Liam
Published: (2026)

The Syntactic Acceptability Dataset (Preview): A Resource for Machine Learning and Linguistic Analysis of English
by: Juzek, Tom S
Published: (2025)

Tokens with Meaning: A Hybrid Tokenization Approach for Turkish
by: Bayram, M. Ali, et al.
Published: (2025)

NurValues: Real-World Nursing Values Evaluation for Large Language Models in Clinical Context
by: Yao, Ben, et al.
Published: (2025)

From Prompting to Preference Optimization: A Comparative Study of LLM-based Automated Essay Scoring
by: Nguyen, Minh Hoang, et al.
Published: (2026)

Prompt Engineering and the Effectiveness of Large Language Models in Enhancing Human Productivity
by: Anam, Rizal Khoirul
Published: (2025)

HR-MultiWOZ: A Task Oriented Dialogue (TOD) Dataset for HR LLM Agent
by: Xu, Weijie, et al.
Published: (2024)

Low-Resource English-Tigrinya MT: Leveraging Multilingual Models, Custom Tokenizers, and Clean Evaluation Benchmarks
by: Teklehaymanot, Hailay Kidu, et al.
Published: (2025)

D-SMART: Enhancing LLM Dialogue Consistency via Dynamic Structured Memory And Reasoning Tree
by: Lei, Xiang, et al.
Published: (2025)

Dynamic Demonstration Retrieval and Cognitive Understanding for Emotional Support Conversation
by: Xu, Zhe, et al.
Published: (2024)

Towards Probabilistic Question Answering Over Tabular Data
by: Shen, Chen, et al.
Published: (2025)

Multi-Model Synthetic Training for Mission-Critical Small Language Models
by: Platt, Nolan, et al.
Published: (2025)

Designing Synthetic Discussion Generation Systems: A Case Study for Online Facilitation
by: Tsirmpas, Dimitris, et al.
Published: (2025)

Morphological Synthesizer for Ge'ez Language: Addressing Morphological Complexity and Resource Limitations
by: Gebremariam, Gebrearegawi, et al.
Published: (2025)

The Knesset Corpus: An Annotated Corpus of Hebrew Parliamentary Proceedings
by: Goldin, Gili, et al.
Published: (2024)

Math Natural Language Inference: this should be easy!
by: de Paiva, Valeria, et al.
Published: (2025)

Fast Quiet-STaR: Thinking Without Thought Tokens
by: Huang, Wei, et al.
Published: (2025)

New Skills or Sharper Primitives? A Probabilistic Perspective on the Emergence of Reasoning in RLVR
by: Wang, Zhilin, et al.
Published: (2026)

d-TreeRPO: Towards More Reliable Policy Optimization for Diffusion Language Models
by: Pan, Leyi, et al.
Published: (2025)

Towards Effective and Efficient Continual Pre-training of Large Language Models
by: Chen, Jie, et al.
Published: (2024)

An Unforgeable Publicly Verifiable Watermark for Large Language Models
by: Liu, Aiwei, et al.
Published: (2023)

The Unlikely Duel: Evaluating Creative Writing in LLMs through a Unique Scenario
by: Gómez-Rodríguez, Carlos, et al.
Published: (2024)

Direct Large Language Model Alignment Through Self-Rewarding Contrastive Prompt Distillation
by: Liu, Aiwei, et al.
Published: (2024)

SentiCSE: A Sentiment-aware Contrastive Sentence Embedding Framework with Sentiment-guided Textual Similarity
by: Kim, Jaemin, et al.
Published: (2024)

Exploiting Pre-trained Encoder-Decoder Transformers for Sequence-to-Sequence Constituent Parsing
by: Fernández-González, Daniel, et al.
Published: (2026)

Parametric Social Identity Injection and Diversification in Public Opinion Simulation
by: Wang, Hexi, et al.
Published: (2026)

Trusted Uncertainty in Large Language Models: A Unified Framework for Confidence Calibration and Risk-Controlled Refusal
by: Oehri, Markus, et al.
Published: (2025)

AI-assisted German Employment Contract Review: A Benchmark Dataset
by: Wardas, Oliver, et al.
Published: (2025)