Knowledge-augmented Graph Neural Networks with Concept-aware Attention
for Adverse Drug Event Detection

Knowledge-augmented Graph Neural Networks with Concept-aware Attention for Adverse Drug Event Detection

25 January 2023

Pekka Marttinen

Papers citing "Knowledge-augmented Graph Neural Networks with Concept-aware Attention for Adverse Drug Event Detection"

10 / 10 papers shown

Title
BertGCN: Transductive Text Classification by Combining GCN and BERT Yuxiao Lin Yuxian Meng Xiaofei Sun Qinghong Han Kun Kuang Jiwei Li Leilei Gan 94 234 0 12 May 2021
LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention Ikuya Yamada Akari Asai Hiroyuki Shindo Hideaki Takeda Yuji Matsumoto 88 669 0 02 Oct 2020
BERTweet: A pre-trained language model for English Tweets Dat Quoc Nguyen Thanh Tien Vu A. Nguyen VLM 87 917 0 20 May 2020
Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks Yufeng Zhang Xueli Yu Zeyu Cui Shu Wu Zhongzheng Wen Liang Wang GNN 67 287 0 22 Apr 2020
A Survey on Knowledge Graphs: Representation, Acquisition and Applications Shaoxiong Ji Shirui Pan Min Zhang Pekka Marttinen Philip S. Yu 292 1,988 0 02 Feb 2020
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 589 24,422 0 26 Jul 2019
Publicly Available Clinical BERT Embeddings Emily Alsentzer John R. Murphy Willie Boag W. Weng Di Jin Tristan Naumann Matthew B. A. McDermott AI4MH 143 1,971 0 06 Apr 2019
BioBERT: a pre-trained biomedical language representation model for biomedical text mining Jinhyuk Lee Wonjin Yoon Sungdong Kim Donghyeon Kim Sunkyu Kim Chan Ho So Jaewoo Kang OOD 154 5,643 0 25 Jan 2019
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 466 20,124 0 30 Oct 2017
A Structured Self-attentive Sentence Embedding Zhouhan Lin Minwei Feng Cicero Nogueira dos Santos Mo Yu Bing Xiang Bowen Zhou Yoshua Bengio 113 2,138 0 09 Mar 2017