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Effective Few-Shot Named Entity Linking by Meta-Learning

12 July 2022

Zhengyan Zhang

Wei Zhang

Papers citing "Effective Few-Shot Named Entity Linking by Meta-Learning"

20 / 20 papers shown

Title
Multi-domain Clinical Natural Language Processing with MedCAT: the Medical Concept Annotation Toolkit Z. Kraljevic Thomas Searle Anthony Shek Lukasz Roguski Kawsar Noor ... A. Shah W. K. Wong Zina M. Ibrahim J. Teo Richard J. B. Dobson AI4MH 112 166 0 02 Oct 2020
Empirical Evaluation of Pretraining Strategies for Supervised Entity Linking Thibault Févry Nicholas FitzGerald Livio Baldini Soares Tom Kwiatkowski 67 29 0 28 May 2020
Meta-Learning in Neural Networks: A Survey Timothy M. Hospedales Antreas Antoniou P. Micaelli Amos Storkey OOD 393 1,988 0 11 Apr 2020
Scalable Zero-shot Entity Linking with Dense Entity Retrieval Ledell Yu Wu Fabio Petroni Martin Josifoski Sebastian Riedel Luke Zettlemoyer 106 182 0 10 Nov 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 470 20,317 0 23 Oct 2019
Learning Dense Representations for Entity Retrieval D. Gillick Sayali Kulkarni L. Lansing Alessandro Presta Jason Baldridge Eugene Ie Diego Garcia-Olano RALM 79 208 0 23 Sep 2019
Fine-Grained Entity Typing for Domain Independent Entity Linking Yasumasa Onoe Greg Durrett 58 82 0 12 Sep 2019
Zero-Shot Entity Linking by Reading Entity Descriptions Lajanugen Logeswaran Ming-Wei Chang Kenton Lee Kristina Toutanova Jacob Devlin Honglak Lee VLM 54 256 0 18 Jun 2019
Distant Learning for Entity Linking with Automatic Noise Detection Phong Le Ivan Titov NoLa 74 39 0 17 May 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 95,175 0 11 Oct 2018
Jointly Embedding Entities and Text with Distant Supervision Denis R. Newman-Griffis A. Lai Eric Fosler-Lussier 71 30 0 09 Jul 2018
Learning to Reweight Examples for Robust Deep Learning Mengye Ren Wenyuan Zeng Binh Yang R. Urtasun OOD NoLa 149 1,431 0 24 Mar 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 233 11,566 0 15 Feb 2018
DeepType: Multilingual Entity Linking by Neural Type System Evolution Jonathan Raiman O. Raiman BDL HAI 173 184 0 03 Feb 2018
Open-World Knowledge Graph Completion Baoxu Shi Tim Weninger 70 292 0 09 Nov 2017
Recent Trends in Deep Learning Based Natural Language Processing Tom Young Devamanyu Hazarika Soujanya Poria Min Zhang 75 2,835 0 09 Aug 2017
Named Entity Disambiguation for Noisy Text Yotam Eshel N. Cohen Kira Radinsky Shaul Markovitch Ikuya Yamada Omer Levy 35 92 0 28 Jun 2017
Deep Joint Entity Disambiguation with Local Neural Attention O. Ganea Thomas Hofmann DRL FedML 62 328 0 17 Apr 2017
Simple Question Answering by Attentive Convolutional Neural Network Wenpeng Yin Mo Yu Bing Xiang Bowen Zhou Hinrich Schütze 48 170 0 10 Jun 2016
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling Junyoung Chung Çağlar Gülçehre Kyunghyun Cho Yoshua Bengio 601 12,741 0 11 Dec 2014