Generative Large Language Models Are All-purpose Text Analytics Engines:
Text-to-text Learning Is All Your Need

Generative Large Language Models Are All-purpose Text Analytics Engines: Text-to-text Learning Is All Your Need

11 December 2023

Zehao Yu

Anthony B Costa

Jiang Bian

Papers citing "Generative Large Language Models Are All-purpose Text Analytics Engines: Text-to-text Learning Is All Your Need"

7 / 7 papers shown

Title
Prompt engineering paradigms for medical applications: scoping review and recommendations for better practices Jamil Zaghir Marco Naguib Mina Bjelogrlic Aurélie Névéol Xavier Tannier Christian Lovis AI4CE LM&MA 40 6 0 02 May 2024
Model Tuning or Prompt Tuning? A Study of Large Language Models for Clinical Concept and Relation Extraction C.A.I. Peng Xi Yang Kaleb E. Smith Zehao Yu Aokun Chen Jiang Bian Yonghui Wu VLM LRM 38 28 0 10 Oct 2023
A Study of Generative Large Language Model for Medical Research and Healthcare C.A.I. Peng Xi Yang Aokun Chen Kaleb E. Smith Nima M. Pournejatian ... W. Hogan E. Shenkman Yi Guo Jiang Bian Yonghui Wu LM&MA ELM AI4MH 155 246 0 22 May 2023
Clinical Concept and Relation Extraction Using Prompt-based Machine Reading Comprehension C.A.I. Peng Xi Yang Zehao Yu Jiang Bian W. Hogan Yonghui Wu 124 23 0 14 Mar 2023
Progress Note Understanding -- Assessment and Plan Reasoning: Overview of the 2022 N2C2 Track 3 Shared Task Yanjun Gao Dmitriy Dligach Timothy A. Miller M. Churpek Özlem Uzuner Majid Afshar 27 4 0 14 Mar 2023
Large Language Models are Few-Shot Clinical Information Extractors Monica Agrawal S. Hegselmann Hunter Lang Yoon Kim David Sontag BDL LM&MA 170 335 0 25 May 2022
The Pile: An 800GB Dataset of Diverse Text for Language Modeling Leo Gao Stella Biderman Sid Black Laurence Golding Travis Hoppe ... Horace He Anish Thite Noa Nabeshima Shawn Presser Connor Leahy AIMat 282 2,007 0 31 Dec 2020