作者位次 #2/9ACL 2026Poster· Natural Language Processing
LENS : LLM -Enabled Narrative Synthesis for Mental Health by Aligning Multimodal S ensing with Language Models
Wenxuan Xu · Arvind Pillai · Subigya Nepal · Amanda C. Collins · Daniel M Mackin · Michael V. Heinz · Tess Z Griffin · Nicholas C. Jacobson · Andrew Campbell
摘要
Multimodal health sensing offers rich behavioral signals for assessing mental health, yet translating these numerical time-series measurements into natural language remains challenging. Current LLMs cannot natively ingest long-duration sensor streams, and paired sensor–text datasets are scarce. T...