Majority or Minority: Data Imbalance Learning Method for Named Entity Recognition

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Majority or Minority: Data Imbalance Learning Method for Named Entity Recognition

21 January 2024

Shunsuke Kitada

Hitoshi Iyatomi

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Papers citing "Majority or Minority: Data Imbalance Learning Method for Named Entity Recognition"

17 / 17 papers shown

Title
FinBERT-MRC: financial named entity recognition using BERT under the machine reading comprehension paradigm Yuzhe Zhang Hong Zhang 78 27 0 31 May 2022
syrapropa at SemEval-2020 Task 11: BERT-based Models Design For Propagandistic Technique and Span Detection Jinfen Li Lu Xiao 39 8 0 24 Aug 2020
A survey of loss functions for semantic segmentation Shruti Jadon SSeg 90 844 0 26 Jun 2020
Cost-Sensitive BERT for Generalisable Sentence Classification with Imbalanced Data Harish Tayyar Madabushi E. Kochkina Michael Castelle 60 107 0 16 Mar 2020
Dice Loss for Data-imbalanced NLP Tasks Xiaoya Li Xiaofei Sun Yuxian Meng Junjun Liang Leilei Gan Jiwei Li 110 588 0 07 Nov 2019
A Unified MRC Framework for Named Entity Recognition Xiaoya Li Jingrong Feng Yuxian Meng Qinghong Han Leilei Gan Jiwei Li 112 637 0 25 Oct 2019
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 700 24,572 0 26 Jul 2019
Optuna: A Next-generation Hyperparameter Optimization Framework Takuya Akiba Shotaro Sano Toshihiko Yanase Takeru Ohta Masanori Koyama 679 5,872 0 25 Jul 2019
Continuous Dice Coefficient: a Method for Evaluating Probabilistic Segmentations R. Shamir Yuval Duchin Jinyoung Kim Guillermo Sapiro N. Harel 78 138 0 26 Jun 2019
Conversion Prediction Using Multi-task Conditional Attention Networks to Support the Creation of Effective Ad Creative Shunsuke Kitada Hitoshi Iyatomi Yoshifumi Seki 19 8 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 95,324 0 11 Oct 2018
Learning to Multitask Yu Zhang Ying Wei Qiang Yang 146 53 0 19 May 2018
A systematic study of the class imbalance problem in convolutional neural networks Mateusz Buda A. Maki Maciej A. Mazurowski 229 2,377 0 15 Oct 2017
Improving automated multiple sclerosis lesion segmentation with a cascaded 3D convolutional neural network approach Sergi Valverde Mariano Cabezas E. Roura Sandra González-Villá D. Pareto J. Vilanova L. Ramió-Torrentá À. Rovira A. Oliver Xavier Llado 45 351 0 16 Feb 2017
Neural Architectures for Named Entity Recognition Guillaume Lample Miguel Ballesteros Sandeep Subramanian Kazuya Kawakami Chris Dyer 232 4,018 0 04 Mar 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,433 0 22 Dec 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 406 33,573 0 16 Oct 2013

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