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Contributed Posters

Contributed Poster Presentations: Section on Text Analysis

Tue, Aug 5, 2:00 PM - 3:50 PM Room CC-Hall B Music City Center

Shirin GolchiChair

Section on Text Analysis

4 Presentations

63: Benchmarking Graph-based RAG for Open-domain Question Answering

2:00 PM - 3:50 PM

Co-authors: Joyce Cahoon (Microsoft), Prerna Singh (Microsoft), Joyce Cahoon (Microsoft), Nick Litombe (Microsoft), Mirco Milletari (Microsoft), Jonathan Larson (Microsoft), Ha Trinh (Microsoft), Yiwen Zhu (Microsoft), Andreas Mueller (Microsoft), Fotis Psallidas (Microsoft), Carlo Curino (Microsoft)

GraphRAG TREX question answering LLM Large Language Models benchmarking

64: Integrating Users with Machine Learning and Large Language Models to Healthcare Data and Text

2:00 PM - 3:50 PM

Co-authors: Chien-chih Lin (Keck Medicine of USC), Julius Hahn (Keck Medicine of USC), Chien-chih Lin (Keck Medicine of USC), Amanda Schmitz (Keck Medicine of USC), Holly Hallman (Keck Medicine of USC)

Comprehensive Analytics Platform Machine Learning (ML)Large Language Models (LLMs)Predictive Analytics Patient Experience Performance Improvement

65: Leveraging Collective Entity Resolution to Improve OpenAlex's Citation Network Repository

2:00 PM - 3:50 PM

Co-authors: Abigail Smith (NORC at the University of Chicago), Abigail Smith (NORC at the University of Chicago)

entity resolution bibliometrics open source

66: Supervised Matrix Factorization for Estimating Individualized Treatment Rule

2:00 PM - 3:50 PM

Co-authors: Crystal Zang, Lu Tang (University of Pittsburgh), Rebecca Deek (University of Pittsburgh)

electronic health record individualized treatment rule natural language processing topic modeling precision medicine

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