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An Analysis of Simple Data Augmentation for Named Entity Recognition

An Analysis of Simple Data Augmentation for Named Entity Recognition

22 October 2020
Xiang Dai
Heike Adel
ArXivPDFHTML

Papers citing "An Analysis of Simple Data Augmentation for Named Entity Recognition"

16 / 16 papers shown
Title
Data Augmentation for Machine Translation via Dependency Subtree
  Swapping
Data Augmentation for Machine Translation via Dependency Subtree Swapping
Attila Nagy
Dorina Lakatos
Botond Barta
Patrick Nanys
Judit Ács
26
1
0
13 Jul 2023
Data Augmentation for Low-Resource Keyphrase Generation
Data Augmentation for Low-Resource Keyphrase Generation
Krishna Garg
Jishnu Ray Chowdhury
Cornelia Caragea
31
8
0
29 May 2023
E-NER: Evidential Deep Learning for Trustworthy Named Entity Recognition
E-NER: Evidential Deep Learning for Trustworthy Named Entity Recognition
Zhen Zhang
Mengting Hu
Shiwan Zhao
Minlie Huang
Haotian Wang
Lemao Liu
Zhirui Zhang
Zhe Liu
Bingzhe Wu
EDL
15
10
0
29 May 2023
Boosting Event Extraction with Denoised Structure-to-Text Augmentation
Boosting Event Extraction with Denoised Structure-to-Text Augmentation
Bo Wang
Heyan Huang
Xiaochi Wei
Ge Shi
Xiao Liu
Chong Feng
Tong Zhou
Shuai Wang
Dawei Yin
33
5
0
16 May 2023
UATTA-EB: Uncertainty-Aware Test-Time Augmented Ensemble of BERTs for
  Classifying Common Mental Illnesses on Social Media Posts
UATTA-EB: Uncertainty-Aware Test-Time Augmented Ensemble of BERTs for Classifying Common Mental Illnesses on Social Media Posts
Pratinav Seth
Mihir Agarwal
AI4MH
16
1
0
10 Apr 2023
Linear programming word problems formulation using EnsembleCRF NER
  labeler and T5 text generator with data augmentations
Linear programming word problems formulation using EnsembleCRF NER labeler and T5 text generator with data augmentations
Jianglong He
N. Mamatha
S. Vignesh
Deepak Kumar
Akshay Uppal
AIMat
8
7
0
30 Dec 2022
FactMix: Using a Few Labeled In-domain Examples to Generalize to
  Cross-domain Named Entity Recognition
FactMix: Using a Few Labeled In-domain Examples to Generalize to Cross-domain Named Entity Recognition
Linyi Yang
Lifan Yuan
Leyang Cui
Wen Gao
Yue Zhang
8
15
0
24 Aug 2022
TreeMix: Compositional Constituency-based Data Augmentation for Natural
  Language Understanding
TreeMix: Compositional Constituency-based Data Augmentation for Natural Language Understanding
Le Zhang
Zichao Yang
Diyi Yang
26
24
0
12 May 2022
Robust Self-Augmentation for Named Entity Recognition with Meta
  Reweighting
Robust Self-Augmentation for Named Entity Recognition with Meta Reweighting
Linzhi Wu
Pengjun Xie
Jie Zhou
Meishan Zhang
Chunping Ma
Guangwei Xu
Min Zhang
14
21
0
25 Apr 2022
NL-Augmenter: A Framework for Task-Sensitive Natural Language
  Augmentation
NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation
Kaustubh D. Dhole
Varun Gangal
Sebastian Gehrmann
Aadesh Gupta
Zhenhao Li
...
Tianbao Xie
Usama Yaseen
Michael A. Yee
Jing Zhang
Yue Zhang
169
86
0
06 Dec 2021
Improving Tagging Consistency and Entity Coverage for Chemical
  Identification in Full-text Articles
Improving Tagging Consistency and Entity Coverage for Chemical Identification in Full-text Articles
Hyunjae Kim
Mujeen Sung
Wonjin Yoon
Sungjoon Park
Jaewoo Kang
16
10
0
20 Nov 2021
Metadata Shaping: Natural Language Annotations for the Tail
Metadata Shaping: Natural Language Annotations for the Tail
Simran Arora
Sen Wu
Enci Liu
Christopher Ré
17
0
0
16 Oct 2021
Named Entity Recognition and Classification on Historical Documents: A
  Survey
Named Entity Recognition and Classification on Historical Documents: A Survey
Maud Ehrmann
Ahmed Hamdi
Elvys Linhares Pontes
Matteo Romanello
A. Doucet
47
108
0
23 Sep 2021
Context-aware Adversarial Training for Name Regularity Bias in Named
  Entity Recognition
Context-aware Adversarial Training for Name Regularity Bias in Named Entity Recognition
Abbas Ghaddar
Philippe Langlais
Ahmad Rashid
Mehdi Rezagholizadeh
24
42
0
24 Jul 2021
A Survey of Data Augmentation Approaches for NLP
A Survey of Data Augmentation Approaches for NLP
Steven Y. Feng
Varun Gangal
Jason W. Wei
Sarath Chandar
Soroush Vosoughi
Teruko Mitamura
Eduard H. Hovy
AIMat
22
796
0
07 May 2021
Adversarial Example Generation with Syntactically Controlled Paraphrase
  Networks
Adversarial Example Generation with Syntactically Controlled Paraphrase Networks
Mohit Iyyer
John Wieting
Kevin Gimpel
Luke Zettlemoyer
AAML
GAN
185
711
0
17 Apr 2018
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