BERT Based Clinical Knowledge Extraction for Biomedical Knowledge Graph
Construction and Analysis

BERT Based Clinical Knowledge Extraction for Biomedical Knowledge Graph Construction and Analysis

21 April 2023

Zineb Elkaimbillah

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Papers citing "BERT Based Clinical Knowledge Extraction for Biomedical Knowledge Graph Construction and Analysis"

18 / 18 papers shown

Title
GraphEval: A Lightweight Graph-Based LLM Framework for Idea Evaluation Tao Feng Yihang Sun Jiaxuan You 151 1 0 16 Mar 2025
An End-to-end Model for Entity-level Relation Extraction using Multi-instance Learning Markus Eberts A. Ulges 57 63 0 11 Feb 2021
Transformers in Vision: A Survey Salman Khan Muzammal Naseer Munawar Hayat Syed Waqas Zamir Fahad Shahbaz Khan M. Shah ViT 307 2,532 0 04 Jan 2021
Revealing the Myth of Higher-Order Inference in Coreference Resolution Liyan Xu Jinho Choi 67 101 0 25 Sep 2020
A Survey on Knowledge Graphs: Representation, Acquisition and Applications Shaoxiong Ji Shirui Pan Min Zhang Pekka Marttinen Philip S. Yu 300 2,004 0 02 Feb 2020
DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter Victor Sanh Lysandre Debut Julien Chaumond Thomas Wolf 255 7,554 0 02 Oct 2019
BERT for Coreference Resolution: Baselines and Analysis Mandar Joshi Omer Levy Daniel S. Weld Luke Zettlemoyer 79 321 0 24 Aug 2019
Drug-Drug Interaction Prediction Based on Knowledge Graph Embeddings and Convolutional-LSTM Network Md. Rezaul Karim Michael Cochez J. Jares Mamtaz Uddin Oya Beyan Stefan Decker 67 126 0 04 Aug 2019
SpanBERT: Improving Pre-training by Representing and Predicting Spans Mandar Joshi Danqi Chen Yinhan Liu Daniel S. Weld Luke Zettlemoyer Omer Levy 165 1,969 0 24 Jul 2019
Enriching Pre-trained Language Model with Entity Information for Relation Classification Shanchan Wu Yifan He 30 414 0 20 May 2019
KGAT: Knowledge Graph Attention Network for Recommendation Xiang Wang Xiangnan He Yixin Cao Meng Liu Tat-Seng Chua OffRL 90 1,827 0 20 May 2019
Publicly Available Clinical BERT Embeddings Emily Alsentzer John R. Murphy Willie Boag W. Weng Di Jin Tristan Naumann Matthew B. A. McDermott AI4MH 192 1,988 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 182 5,674 0 25 Jan 2019
Semantic Relation Classification via Bidirectional LSTM Networks with Entity-aware Attention using Latent Entity Typing Joohong Lee Sang-gyu Seo Y. Choi 66 117 0 23 Jan 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,229 0 11 Oct 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 803 132,454 0 12 Jun 2017
Neural Architectures for Named Entity Recognition Guillaume Lample Miguel Ballesteros Sandeep Subramanian Kazuya Kawakami Chris Dyer 228 4,018 0 04 Mar 2016
End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF Xuezhe Ma Eduard H. Hovy 116 2,657 0 04 Mar 2016

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