Information Extraction from Conversation Transcripts: Neuro-Symbolic vs. LLM. - Alice Saebom Kwak; Maria Alexeeva; Gus Hahn-Powell; Keith Alcock; Kevin McLaughlin; Doug McCorkle; Gabe McNunn; Mihai Surdeanu (CoRR, 2025)