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BERT might be Overkill: A Tiny but Effective Biomedical Entity Linker based on Residual Convolutional Neural Networks

BERT might be Overkill: A Tiny but Effective Biomedical Entity Linker based on Residual Convolutional Neural Networks

T. Lai
Heng Ji
ChengXiang Zhai
ArXiv (abs)PDFHTML

Papers citing "BERT might be Overkill: A Tiny but Effective Biomedical Entity Linker based on Residual Convolutional Neural Networks"

15 / 15 papers shown
Title
Learning from Negative Samples in Generative Biomedical Entity Linking
Learning from Negative Samples in Generative Biomedical Entity Linking
Chanhwi Kim
Hyunjae Kim
Sihyeon Park
Jiwoo Lee
Mujeen Sung
Jaewoo Kang
MedIm
72
0
0
29 Aug 2024
Biomedical Entity Linking as Multiple Choice Question Answering
Biomedical Entity Linking as Multiple Choice Question Answering
Zhenxi Lin
Ziheng Zhang
Xian Wu
Yefeng Zheng
70
2
0
23 Feb 2024
BELHD: Improving Biomedical Entity Linking with Homonoym Disambiguation
BELHD: Improving Biomedical Entity Linking with Homonoym Disambiguation
Samuele Garda
Ulf Leser
105
2
0
10 Jan 2024
Improving Biomedical Entity Linking with Retrieval-enhanced Learning
Improving Biomedical Entity Linking with Retrieval-enhanced Learning
Zhenxi Lin
Ziheng Zhang
Xian Wu
Yefeng Zheng
62
2
0
15 Dec 2023
Biomedical Entity Linking with Triple-aware Pre-Training
Biomedical Entity Linking with Triple-aware Pre-Training
Xiongliang Yan
Cedric Moller
Ricardo Usbeck
AI4CE
61
3
0
28 Aug 2023
BELB: a Biomedical Entity Linking Benchmark
BELB: a Biomedical Entity Linking Benchmark
Samuele Garda
Leon Weber-Genzel
Robert Martin
Ulf Leser
52
6
0
22 Aug 2023
Exploring Partial Knowledge Base Inference in Biomedical Entity Linking
Exploring Partial Knowledge Base Inference in Biomedical Entity Linking
Hongyi Yuan
Keming Lu
Zheng Yuan
48
3
0
18 Mar 2023
Knowledge Injected Prompt Based Fine-tuning for Multi-label Few-shot ICD Coding
Knowledge Injected Prompt Based Fine-tuning for Multi-label Few-shot ICD Coding
Zhichao Yang
Shufan Wang
Bhanu Pratap Singh Rawat
Avijit Mitra
Hong-ye Yu
174
55
0
07 Oct 2022
Detection, Disambiguation, Re-ranking: Autoregressive Entity Linking as a Multi-Task Problem
Detection, Disambiguation, Re-ranking: Autoregressive Entity Linking as a Multi-Task Problem
Khalil Mrini
Shaoliang Nie
Jiatao Gu
Sinong Wang
Maziar Sanjabi
Hamed Firooz
79
19
0
12 Apr 2022
Generative Biomedical Entity Linking via Knowledge Base-Guided Pre-training and Synonyms-Aware Fine-tuning
Generative Biomedical Entity Linking via Knowledge Base-Guided Pre-training and Synonyms-Aware Fine-tuning
Hongyi Yuan
Zheng Yuan
Sheng Yu
MedIm
60
45
0
11 Apr 2022
BioBART: Pretraining and Evaluation of A Biomedical Generative Language Model
BioBART: Pretraining and Evaluation of A Biomedical Generative Language Model
Hongyi Yuan
Zheng Yuan
Ruyi Gan
Jiaxing Zhang
Yutao Xie
Sheng Yu
LM&MA
88
132
0
08 Apr 2022
Improving Candidate Retrieval with Entity Profile Generation for Wikidata Entity Linking
Improving Candidate Retrieval with Entity Profile Generation for Wikidata Entity Linking
T. Lai
Heng Ji
ChengXiang Zhai
RALM
79
12
0
27 Feb 2022
Knowledge-Rich Self-Supervision for Biomedical Entity Linking
Knowledge-Rich Self-Supervision for Biomedical Entity Linking
Sheng Zhang
Hao Cheng
Shikhar Vashishth
Cliff Wong
Jinfeng Xiao
Xiaodong Liu
Tristan Naumann
Jianfeng Gao
Hoifung Poon
86
42
0
15 Dec 2021
End-to-end Neural Coreference Resolution Revisited: A Simple yet Effective Baseline
End-to-end Neural Coreference Resolution Revisited: A Simple yet Effective Baseline
T. Lai
Trung Bui
Doo Soon Kim
57
12
0
04 Jul 2021
Multi-Task Attentive Residual Networks for Argument Mining
Multi-Task Attentive Residual Networks for Argument Mining
Andrea Galassi
Marco Lippi
Paolo Torroni
HAI
61
24
0
24 Feb 2021

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