Domain-Specific Constitutional AI: Enhancing Safety in LLM-Powered Mental Health Chatbots
Fuente:
arXiv
Saved in:
| Main Authors: | Lyu, Chenhan, Song, Yutong, Zhang, Pengfei, Rahmani, Amir M. |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Qwerty AI: Explainable Automated Age Rating and Content Safety Assessment for Russian-Language Screenplays
by: Zmanovskii, Nikita
Published: (2025)
by: Zmanovskii, Nikita
Published: (2025)
The Company You Keep: How LLMs Respond to Dark Triad Traits
by: Lu, Zeyi, et al.
Published: (2026)
by: Lu, Zeyi, et al.
Published: (2026)
Bye Bye Perspective API: Lessons for Measurement Infrastructure in NLP, CSS and LLM Evaluation
by: Hartmann, David, et al.
Published: (2026)
by: Hartmann, David, et al.
Published: (2026)
Demystifying Funding: Reconstructing a Unified Dataset of the UK Funding Lifecycle
by: Thorne, William, et al.
Published: (2026)
by: Thorne, William, et al.
Published: (2026)
Exploring and Mitigating Gender Bias in Encoder-Based Transformer Models
by: Hossain, Ariyan, et al.
Published: (2025)
by: Hossain, Ariyan, et al.
Published: (2025)
Replicating TEMPEST at Scale: Multi-Turn Adversarial Attacks Against Trillion-Parameter Frontier Models
by: Young, Richard
Published: (2025)
by: Young, Richard
Published: (2025)
Whose wife is it anyway? Assessing bias against same-gender relationships in machine translation
by: Stewart, Ian, et al.
Published: (2024)
by: Stewart, Ian, et al.
Published: (2024)
Big AI is accelerating the metacrisis: What can we do?
by: Bird, Steven
Published: (2025)
by: Bird, Steven
Published: (2025)
AI to Learn 2.0: A Deliverable-Oriented Governance Framework and Maturity Rubric for Opaque AI in Learning-Intensive Domains
by: Shintani, Seine A.
Published: (2026)
by: Shintani, Seine A.
Published: (2026)
Can AI Make Conflicts Worse? An Alignment Failure in LLM Deployment Across Conflict Contexts
by: Kryshtal, Andrii
Published: (2026)
by: Kryshtal, Andrii
Published: (2026)
Revealing Hidden Bias in AI: Lessons from Large Language Models
by: Beatty, Django, et al.
Published: (2024)
by: Beatty, Django, et al.
Published: (2024)
WSC+: Enhancing The Winograd Schema Challenge Using Tree-of-Experts
by: Zahraei, Pardis Sadat, et al.
Published: (2024)
by: Zahraei, Pardis Sadat, et al.
Published: (2024)
LLM-FACETS: A Privacy-Preserving Framework for Evaluating LLM Transparency and Accountability
by: Lucas, Tom, et al.
Published: (2026)
by: Lucas, Tom, et al.
Published: (2026)
Beyond Imperfect Alternatives with Rulemapping: A Neuro-Symbolic Case Study on Online Hate Speech
by: von Cossel, Oskar
Published: (2026)
by: von Cossel, Oskar
Published: (2026)
Leveraging Multi-Source Textural UGC for Neighbourhood Housing Quality Assessment: A GPT-Enhanced Framework
by: Hong, Qiyuan, et al.
Published: (2025)
by: Hong, Qiyuan, et al.
Published: (2025)
The Ethics Engine: A Modular Pipeline for Accessible Psychometric Assessment of Large Language Models
by: Van Clief, Jake, et al.
Published: (2025)
by: Van Clief, Jake, et al.
Published: (2025)
From Helpfulness to Toxic Proactivity: Diagnosing Behavioral Misalignment in LLM Agents
by: Wang, Xinyue, et al.
Published: (2026)
by: Wang, Xinyue, et al.
Published: (2026)
Can LLMs Understand What We Cannot Say? Measuring Multilevel Alignment Through Abortion Stigma Across Cognitive, Interpersonal, and Structural Levels
by: Sharma, Anika, et al.
Published: (2025)
by: Sharma, Anika, et al.
Published: (2025)
Cultural Encoding in Large Language Models: The Existence Gap in AI-Mediated Brand Discovery
by: Junyao, Huang, et al.
Published: (2025)
by: Junyao, Huang, et al.
Published: (2025)
Not Everything That Counts Can Be Counted: A Case for Safe Qualitative AI
by: Beltoft, Stine, et al.
Published: (2025)
by: Beltoft, Stine, et al.
Published: (2025)
AgentLeak: A Full-Stack Benchmark for Privacy Leakage in Multi-Agent LLM Systems
by: Yagoubi, Faouzi El, et al.
Published: (2026)
by: Yagoubi, Faouzi El, et al.
Published: (2026)
PoliCon: Evaluating LLMs on Achieving Diverse Political Consensus Objectives
by: Zhang, Zhaowei, et al.
Published: (2025)
by: Zhang, Zhaowei, et al.
Published: (2025)
AI Safety Training Can be Clinically Harmful
by: BN, Suhas, et al.
Published: (2026)
by: BN, Suhas, et al.
Published: (2026)
Identifying and Mitigating Gender Cues in Academic Recommendation Letters: An Interpretability Case Study
by: Alexander, Charlotte S., et al.
Published: (2026)
by: Alexander, Charlotte S., et al.
Published: (2026)
MixAT: Combining Continuous and Discrete Adversarial Training for LLMs
by: Dékány, Csaba, et al.
Published: (2025)
by: Dékány, Csaba, et al.
Published: (2025)
APPSI-139: A Parallel Corpus of English Application Privacy Policy Summarization and Interpretation
by: Zhu, Pengyun, et al.
Published: (2026)
by: Zhu, Pengyun, et al.
Published: (2026)
KidsNanny: A Two-Stage Multimodal Content Moderation Pipeline Integrating Visual Classification, Object Detection, OCR, and Contextual Reasoning for Child Safety
by: Panchal, Viraj, et al.
Published: (2026)
by: Panchal, Viraj, et al.
Published: (2026)
Powerful Training-Free Membership Inference Against Autoregressive Language Models
by: Ilić, David, et al.
Published: (2026)
by: Ilić, David, et al.
Published: (2026)
Implicit Geographic Inference in LLM Medical Triage: Language-Driven Disparities in Emergency Recommendations
by: Wong, Qi Han
Published: (2026)
by: Wong, Qi Han
Published: (2026)
Harmful Terms and Where to Find Them: Measuring and Modeling Unfavorable Financial Terms and Conditions in Shopping Websites at Scale
by: Tsai, Elisa, et al.
Published: (2025)
by: Tsai, Elisa, et al.
Published: (2025)
Who Leads in the Shadows? ERGM and Centrality Analysis of Congressional Democrats on Bluesky
by: Hew, Gordon, et al.
Published: (2025)
by: Hew, Gordon, et al.
Published: (2025)
Cross-Subreddit Behavior as Open-Source Indicators of Coordinated Influence: A Case Study of r/Sino & r/China
by: Pilaud, Manon, et al.
Published: (2025)
by: Pilaud, Manon, et al.
Published: (2025)
Ideology as a Problem: Lightweight Logit Steering for Annotator-Specific Alignment in Social Media Analysis
by: Xia, Wei, et al.
Published: (2025)
by: Xia, Wei, et al.
Published: (2025)
Deterministic Fuzzy Triage for Legal Compliance Classification and Evidence Retrieval
by: Atri, Rian
Published: (2026)
by: Atri, Rian
Published: (2026)
From Native Memes to Global Moderation: Cross-Cultural Evaluation of Vision-Language Models for Hateful Meme Detection
by: Wang, Mo, et al.
Published: (2026)
by: Wang, Mo, et al.
Published: (2026)
The Cultural Gene of Large Language Models: A Study on the Impact of Cross-Corpus Training on Model Values and Biases
by: Fenech-Borg, Emanuel Z., et al.
Published: (2025)
by: Fenech-Borg, Emanuel Z., et al.
Published: (2025)
Growing a Tail: Increasing Output Diversity in Large Language Models
by: Shur-Ofry, Michal, et al.
Published: (2024)
by: Shur-Ofry, Michal, et al.
Published: (2024)
The Invisible Coalition Partner: How LLMs Vote When Democracy Gets Concrete
by: Barmettler, Joel
Published: (2026)
by: Barmettler, Joel
Published: (2026)
Human Values in a Single Sentence: Moral Presence, Hierarchies, and Transformer Ensembles on the Schwartz Continuum
by: Yeste, Víctor, et al.
Published: (2026)
by: Yeste, Víctor, et al.
Published: (2026)
REMIND: Input Loss Landscapes Reveal Residual Memorization in Post-Unlearning LLMs
by: Cohen, Liran, et al.
Published: (2025)
by: Cohen, Liran, et al.
Published: (2025)
Similar Items
-
Qwerty AI: Explainable Automated Age Rating and Content Safety Assessment for Russian-Language Screenplays
by: Zmanovskii, Nikita
Published: (2025) -
The Company You Keep: How LLMs Respond to Dark Triad Traits
by: Lu, Zeyi, et al.
Published: (2026) -
Bye Bye Perspective API: Lessons for Measurement Infrastructure in NLP, CSS and LLM Evaluation
by: Hartmann, David, et al.
Published: (2026) -
Demystifying Funding: Reconstructing a Unified Dataset of the UK Funding Lifecycle
by: Thorne, William, et al.
Published: (2026) -
Exploring and Mitigating Gender Bias in Encoder-Based Transformer Models
by: Hossain, Ariyan, et al.
Published: (2025)