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Structure Regularization for Structured Prediction: Theories and
  Experiments
v1v2 (latest)

Structure Regularization for Structured Prediction: Theories and Experiments

Neural Information Processing Systems (NeurIPS), 2014
23 November 2014
Xu Sun
    OffRL
ArXiv (abs)PDFHTML

Papers citing "Structure Regularization for Structured Prediction: Theories and Experiments"

27 / 27 papers shown
Conformal prediction for text infilling and part-of-speech prediction
Conformal prediction for text infilling and part-of-speech predictionThe New England Journal of Statistics in Data Science (JNESDS), 2021
N. Dey
Jing Ding
Jack G. Ferrell
Carolina Kapper
Maxwell Lovig
Emiliano Planchon
Jonathan P. Williams
UQLM
370
23
0
04 Nov 2021
A Cross-Genre Ensemble Approach to Robust Reddit Part of Speech Tagging
A Cross-Genre Ensemble Approach to Robust Reddit Part of Speech TaggingWorkshop on Autonomic Communication (AC), 2020
Shabnam Behzad
Amir Zeldes
183
15
0
29 Apr 2020
Regularization via Structural Label Smoothing
Regularization via Structural Label SmoothingInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2020
Weizhi Li
Gautam Dasarathy
Visar Berisha
UQCV
417
60
0
07 Jan 2020
Position-Aware Self-Attention based Neural Sequence Labeling
Position-Aware Self-Attention based Neural Sequence LabelingPattern Recognition (Pattern Recognit.), 2019
Wei Wei
Zanbo Wang
Xian-Ling Mao
Guangyou Zhou
Pan Zhou
Sheng Jiang
340
27
0
24 Aug 2019
Adaptive Noise Injection: A Structure-Expanding Regularization for RNN
Rui Li
Kai Shuang
Mengyu Gu
Sen Su
169
0
0
25 Jul 2019
Neural CRF transducers for sequence labeling
Neural CRF transducers for sequence labeling
Kai-Mo Hu
Zhijian Ou
Min Hu
Junlan Feng
138
6
0
04 Nov 2018
Sequence Labeling: A Practical Approach
Sequence Labeling: A Practical Approach
A. Akhundov
Dietrich Trautmann
Georg Groh
VLM
187
20
0
12 Aug 2018
Improving Neural Sequence Labelling using Additional Linguistic
  Information
Improving Neural Sequence Labelling using Additional Linguistic Information
Mahtab Ahmed
Muhammad Rifayat Samee
Robert E. Mercer
164
7
0
27 Jul 2018
Character-Level Feature Extraction with Densely Connected Networks
Character-Level Feature Extraction with Densely Connected Networks
Chanhee Lee
Young-Bum Kim
Dongyub Lee
Heuiseok Lim
3DV
177
13
0
24 Jun 2018
Sentence-State LSTM for Text Representation
Sentence-State LSTM for Text Representation
Yue Zhang
Qi Liu
Linfeng Song
221
223
0
07 May 2018
Structure Regularized Neural Network for Entity Relation Classification
  for Chinese Literature Text
Structure Regularized Neural Network for Entity Relation Classification for Chinese Literature TextNorth American Chapter of the Association for Computational Linguistics (NAACL), 2018
Ji Wen
Xu Sun
Xuancheng Ren
Qi Su
140
12
0
15 Mar 2018
Building an Ellipsis-aware Chinese Dependency Treebank for Web Text
Building an Ellipsis-aware Chinese Dependency Treebank for Web Text
Xuancheng Ren
Xu Sun
Ji Wen
Bingzhen Wei
Weidong Zhan
Zhiyuan Zhang
144
2
0
20 Jan 2018
Unsupervised Part-of-Speech Induction
Unsupervised Part-of-Speech Induction
Omid Kashefi
61
0
0
10 Jan 2018
Complex Structure Leads to Overfitting: A Structure Regularization
  Decoding Method for Natural Language Processing
Complex Structure Leads to Overfitting: A Structure Regularization Decoding Method for Natural Language Processing
Xu Sun
Weiwei Sun
Shuming Ma
Xuancheng Ren
Yanzhe Zhang
Wenjie Li
Houfeng Wang
189
10
0
25 Nov 2017
Does Higher Order LSTM Have Better Accuracy for Segmenting and Labeling
  Sequence Data?
Does Higher Order LSTM Have Better Accuracy for Segmenting and Labeling Sequence Data?
Yanzhe Zhang
Xu Sun
Shuming Ma
Yang Yang
Xuancheng Ren
265
9
0
22 Nov 2017
A Discourse-Level Named Entity Recognition and Relation Extraction
  Dataset for Chinese Literature Text
A Discourse-Level Named Entity Recognition and Relation Extraction Dataset for Chinese Literature Text
Jingjing Xu
Ji Wen
Xu Sun
Qi Su
385
64
0
19 Nov 2017
Training Simplification and Model Simplification for Deep Learning: A
  Minimal Effort Back Propagation Method
Training Simplification and Model Simplification for Deep Learning: A Minimal Effort Back Propagation Method
Xu Sun
Xuancheng Ren
Shuming Ma
Bingzhen Wei
Wei Li
Jingjing Xu
Houfeng Wang
Yi Zhang
231
24
0
17 Nov 2017
Structure Regularized Bidirectional Recurrent Convolutional Neural
  Network for Relation Classification
Structure Regularized Bidirectional Recurrent Convolutional Neural Network for Relation Classification
Ji Wen
214
8
0
06 Nov 2017
Deep Stacking Networks for Low-Resource Chinese Word Segmentation with
  Transfer Learning
Deep Stacking Networks for Low-Resource Chinese Word Segmentation with Transfer Learning
Jingjing Xu
Xu Sun
Sujian Li
Xiaoyan Cai
Bingzhen Wei
115
0
0
04 Nov 2017
Empower Sequence Labeling with Task-Aware Neural Language Model
Empower Sequence Labeling with Task-Aware Neural Language Model
Liyuan Liu
Jingbo Shang
Frank F. Xu
Xiang Ren
Huan Gui
Jian-wei Peng
Jiawei Han
297
351
0
13 Sep 2017
meProp: Sparsified Back Propagation for Accelerated Deep Learning with
  Reduced Overfitting
meProp: Sparsified Back Propagation for Accelerated Deep Learning with Reduced Overfitting
Xu Sun
Xuancheng Ren
Shuming Ma
Houfeng Wang
332
169
0
19 Jun 2017
Transfer Deep Learning for Low-Resource Chinese Word Segmentation with a
  Novel Neural Network
Transfer Deep Learning for Low-Resource Chinese Word Segmentation with a Novel Neural NetworkNatural Language Processing and Chinese Computing (NLPCC), 2017
Jingjing Xu
Xu Sun
171
18
0
15 Feb 2017
F-Score Driven Max Margin Neural Network for Named Entity Recognition in
  Chinese Social Media
F-Score Driven Max Margin Neural Network for Named Entity Recognition in Chinese Social Media
Hangfeng He
Xu Sun
170
129
0
14 Nov 2016
A New Recurrent Neural CRF for Learning Non-linear Edge Features
A New Recurrent Neural CRF for Learning Non-linear Edge Features
Shuming Ma
Xu Sun
135
11
0
14 Nov 2016
End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF
End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF
Xuezhe Ma
Eduard H. Hovy
785
2,790
0
04 Mar 2016
Bidirectional LSTM-CRF Models for Sequence Tagging
Bidirectional LSTM-CRF Models for Sequence Tagging
Zhiheng Huang
Wenyuan Xu
Kai Yu
1.3K
4,384
0
09 Aug 2015
Towards Easier and Faster Sequence Labeling for Natural Language
  Processing: A Search-based Probabilistic Online Learning Framework (SAPO)
Towards Easier and Faster Sequence Labeling for Natural Language Processing: A Search-based Probabilistic Online Learning Framework (SAPO)
Xu Sun
Shuming Ma
Yi Zhang
Xuancheng Ren
242
7
0
29 Mar 2015
1
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