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Leveraging Social Determinants of Health in Alzheimer's Research Using LLM-Augmented Literature Mining and Knowledge Graphs
v1v2 (latest)

Leveraging Social Determinants of Health in Alzheimer's Research Using LLM-Augmented Literature Mining and Knowledge Graphs

4 October 2024
Tianqi Shang
Shu Yang
Weiqing He
Tianhua Zhai
Dawei Li
Bojian Hou
Tianlong Chen
Jason H. Moore
M. Ritchie
Li Shen
ArXiv (abs)PDFHTMLGithub (4★)

Papers citing "Leveraging Social Determinants of Health in Alzheimer's Research Using LLM-Augmented Literature Mining and Knowledge Graphs"

11 / 11 papers shown
SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text
SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated TextBigData Congress [Services Society] (BSS), 2024
Weiqing He
Bojian Hou
Tianqi Shang
Davoud Ataee Tarzanagh
Qi Long
Li Shen
DeLMO
412
5
0
17 Nov 2024
DALK: Dynamic Co-Augmentation of LLMs and KG to answer Alzheimer's
  Disease Questions with Scientific Literature
DALK: Dynamic Co-Augmentation of LLMs and KG to answer Alzheimer's Disease Questions with Scientific Literature
Dawei Li
Shu Yang
Zhen Tan
Jae Young Baik
Sunkwon Yun
...
D. Duong-Tran
Ying Ding
Huan Liu
Li Shen
Tianlong Chen
414
70
0
08 May 2024
Large Language Models for Data Annotation: A Survey
Large Language Models for Data Annotation: A Survey
Zhen Tan
Dawei Li
Song Wang
Alimohammad Beigi
Bohan Jiang
Amrita Bhattacharjee
Mansooreh Karami
Wenlin Yao
Lu Cheng
Huan Liu
SyDa
483
87
0
21 Feb 2024
Contextualization Distillation from Large Language Model for Knowledge
  Graph Completion
Contextualization Distillation from Large Language Model for Knowledge Graph CompletionFindings (Findings), 2024
Dawei Li
Zhen Tan
Tianlong Chen
Huan Liu
KELM
432
26
0
28 Jan 2024
PubTator 3.0: an AI-powered Literature Resource for Unlocking Biomedical
  Knowledge
PubTator 3.0: an AI-powered Literature Resource for Unlocking Biomedical Knowledge
Chih-Hsuan Wei
Alexis Allot
Po-Ting Lai
Robert Leaman
Shubo Tian
Ling Luo
Qiao Jin
Zhizheng Wang
Qingyu Chen
Zhiyong Lu
239
73
0
19 Jan 2024
Large Language Models to Identify Social Determinants of Health in
  Electronic Health Records
Large Language Models to Identify Social Determinants of Health in Electronic Health Records
Marco Guevara
Shan Chen
S. Thomas
T. Chaunzwa
I. Franco
...
Susan M. Harper
Hugo J. W. L. Aerts
G. Savova
Raymond H. Mak
Danielle S. Bitterman
LM&MA
340
233
0
11 Aug 2023
Annotating Social Determinants of Health Using Active Learning, and
  Characterizing Determinants Using Neural Event Extraction
Annotating Social Determinants of Health Using Active Learning, and Characterizing Determinants Using Neural Event ExtractionJournal of Biomedical Informatics (JBI), 2020
K. Lybarger
Mari Ostendorf
Meliha Yetisgen
224
82
0
11 Apr 2020
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex
  Space
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex SpaceInternational Conference on Learning Representations (ICLR), 2018
Zhiqing Sun
Zhihong Deng
Jian-Yun Nie
Jian Tang
410
2,670
0
26 Feb 2019
ScispaCy: Fast and Robust Models for Biomedical Natural Language
  Processing
ScispaCy: Fast and Robust Models for Biomedical Natural Language Processing
Mark Neumann
Daniel King
Iz Beltagy
Bridger Waleed Ammar
486
811
0
20 Feb 2019
Semi-Supervised Classification with Graph Convolutional Networks
Semi-Supervised Classification with Graph Convolutional Networks
Thomas Kipf
Max Welling
GNNSSL
2.2K
34,456
0
09 Sep 2016
Complex Embeddings for Simple Link Prediction
Complex Embeddings for Simple Link Prediction
Théo Trouillon
Johannes Welbl
Sebastian Riedel
Éric Gaussier
Guillaume Bouchard
BDL
537
3,545
0
20 Jun 2016
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