4 papers
Distilling Bayesian Belief States into Language Models for Auditable Negotiation
Zongqi Cui, Baihan Lin
Negotiation agents must infer what their counterpart values, update those beliefs over dialogue turns, and choose actions under uncertainty. End-to-end large language models (LLMs)…
Perceptual Reality Transformer: Neural Architectures for Simulating Neurological Perception Conditions
Baihan Lin
Neurological conditions affecting visual perception create profound experiential divides between affected individuals and their caregivers, families, and medical professionals. We…
Conversational DNA: A New Visual Language for Understanding Dialogue Structure in Human and AI
Baihan Lin
What if the patterns hidden within dialogue reveal more about communication than the words themselves? We introduce Conversational DNA, a novel visual language that treats any dial…
COMPASS: Computational Mapping of Patient-Therapist Alliance Strategies with Language Modeling
Baihan Lin, Djallel Bouneffouf, Yulia Landa +3
The therapeutic working alliance is a critical predictor of psychotherapy success. Traditionally, working alliance assessment relies on questionnaires completed by both therapists…