Shaun M. Eack
Shaun M. Eack has 2 papers in our library, in 2025–2026, most of them on Language models & pretraining; often with Mian Zhang, Zhiyu Chen, Fei Fang.
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📄 2 works in our library · 🔗 Cited 13 times in our library · ⭐ Paper Stars ranking: #8763
Fields, topics and concepts
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksPsychology · 1 workApplied Psychology · 1 workSocial Psychology · 1 work
🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 2 works
Works by year
2020s
Papers
- CBT-Bench: Evaluating Large Language Models on Assisting Cognitive Behavior Therapy (2025 · 23 citations)
Demand for mental health care far exceeds the number of available professionals. This paper asks how well large language models could support therapists practicing cognitive behavioral therapy (CBT). The authors worked with clinical psychologists, social work professors and hired CBT experts to build CBT-Bench, a… - Preference Learning Unlocks LLMs' Psycho-Counseling Skills (2026 · 2 citations)
The paper addresses a central gap in LLM-based mental-health support. Models often answer clients inconsistently, and real counseling transcripts that could guide training are rarely available because of privacy. Their quality also varies from therapist to therapist. Together with social-work and psychiatry experts…
Co-authors here
Venues
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
- Conference of the North American Chapter of the Association for Computational Linguistics (NAACL): NAACL 2025
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