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Distilling Large Language Models for Biomedical Knowledge Extraction: A
  Case Study on Adverse Drug Events

Distilling Large Language Models for Biomedical Knowledge Extraction: A Case Study on Adverse Drug Events

12 July 2023
Yu Gu
Sheng Zhang
Naoto Usuyama
Yonas G. Woldesenbet
Cliff Wong
Praneeth Sanapathi
Mu-Hsin Wei
Naveen Valluri
Erika Strandberg
Tristan Naumann
Hoifung Poon
    LM&MA
    AI4MH
ArXivPDFHTML

Papers citing "Distilling Large Language Models for Biomedical Knowledge Extraction: A Case Study on Adverse Drug Events"

6 / 6 papers shown
Title
CoRTEx: Contrastive Learning for Representing Terms via Explanations
  with Applications on Constructing Biomedical Knowledge Graphs
CoRTEx: Contrastive Learning for Representing Terms via Explanations with Applications on Constructing Biomedical Knowledge Graphs
Huaiyuan Ying
Zhengyun Zhao
Yang Zhao
Sihang Zeng
Sheng Yu
15
3
0
13 Dec 2023
UniversalNER: Targeted Distillation from Large Language Models for Open
  Named Entity Recognition
UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition
Wenxuan Zhou
Sheng Zhang
Yu Gu
Muhao Chen
Hoifung Poon
22
59
0
07 Aug 2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4
Sparks of Artificial General Intelligence: Early experiments with GPT-4
Sébastien Bubeck
Varun Chandrasekaran
Ronen Eldan
J. Gehrke
Eric Horvitz
...
Scott M. Lundberg
Harsha Nori
Hamid Palangi
Marco Tulio Ribeiro
Yi Zhang
ELM
AI4MH
AI4CE
ALM
206
2,232
0
22 Mar 2023
Large Language Models are Few-Shot Clinical Information Extractors
Large Language Models are Few-Shot Clinical Information Extractors
Monica Agrawal
S. Hegselmann
Hunter Lang
Yoon Kim
David Sontag
BDL
LM&MA
154
327
0
25 May 2022
Training language models to follow instructions with human feedback
Training language models to follow instructions with human feedback
Long Ouyang
Jeff Wu
Xu Jiang
Diogo Almeida
Carroll L. Wainwright
...
Amanda Askell
Peter Welinder
Paul Christiano
Jan Leike
Ryan J. Lowe
OSLM
ALM
301
11,730
0
04 Mar 2022
Span-based Joint Entity and Relation Extraction with Transformer
  Pre-training
Span-based Joint Entity and Relation Extraction with Transformer Pre-training
Markus Eberts
A. Ulges
LRM
ViT
164
378
0
17 Sep 2019
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