A GPT-3.5-based therapy chatbot with entity-summary memory, PII anonymization, and retrieval from a counselor-answer database produces responses that a BERT preference model ranks above low-ranked therapist answers.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CL 1years
2024 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Advancing Conversational Psychotherapy: Integrating Privacy, Dual-Memory, and Domain Expertise with Large Language Models
A GPT-3.5-based therapy chatbot with entity-summary memory, PII anonymization, and retrieval from a counselor-answer database produces responses that a BERT preference model ranks above low-ranked therapist answers.