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Multi-Task Cross-Lingual Sequence Tagging from Scratch
v1v2 (latest)

Multi-Task Cross-Lingual Sequence Tagging from Scratch

20 March 2016
Zhilin Yang
Ruslan Salakhutdinov
William W. Cohen
    VLM
ArXiv (abs)PDFHTML

Papers citing "Multi-Task Cross-Lingual Sequence Tagging from Scratch"

26 / 76 papers shown
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
208
9
0
22 Nov 2017
One Model to Rule them all: Multitask and Multilingual Modelling for
  Lexical Analysis
One Model to Rule them all: Multitask and Multilingual Modelling for Lexical Analysis
Johannes Bjerva
189
6
0
03 Nov 2017
Unsupervised Aspect Term Extraction with B-LSTM & CRF using
  Automatically Labelled Datasets
Unsupervised Aspect Term Extraction with B-LSTM & CRF using Automatically Labelled Datasets
Athanasios Giannakopoulos
C. Musat
Andreea Hossmann
Michael Baeriswyl
166
79
0
15 Sep 2017
KnowNER: Incremental Multilingual Knowledge in Named Entity Recognition
KnowNER: Incremental Multilingual Knowledge in Named Entity Recognition
Dominic Seyler
Tatiana Dembelova
Luciano Del Corro
Johannes Hoffart
Gerhard Weikum
118
3
0
11 Sep 2017
Deep Active Learning for Named Entity Recognition
Deep Active Learning for Named Entity Recognition
Yanyao Shen
Hyokun Yun
Zachary Chase Lipton
Y. Kronrod
Anima Anandkumar
HAI
409
471
0
19 Jul 2017
Named Entity Recognition with stack residual LSTM and trainable bias
  decoding
Named Entity Recognition with stack residual LSTM and trainable bias decoding
Q. Tran
Andrew D. MacKinlay
Antonio Jimeno Yepes
148
57
0
23 Jun 2017
Learning by Association - A versatile semi-supervised training method
  for neural networks
Learning by Association - A versatile semi-supervised training method for neural networksComputer Vision and Pattern Recognition (CVPR), 2017
Philip Häusser
A. Mordvintsev
Zorah Lähner
BDL
128
122
0
03 Jun 2017
Morphological Embeddings for Named Entity Recognition in Morphologically
  Rich Languages
Morphological Embeddings for Named Entity Recognition in Morphologically Rich Languages
Onur Güngör
Eray Yildiz
S. Uskudarli
Tunga Güngör
127
10
0
01 Jun 2017
Latent Multi-task Architecture Learning
Latent Multi-task Architecture Learning
Sebastian Ruder
Joachim Bingel
Isabelle Augenstein
Anders Søgaard
CVBM
197
173
0
23 May 2017
Neural End-to-End Learning for Computational Argumentation Mining
Neural End-to-End Learning for Computational Argumentation Mining
Steffen Eger
Johannes Daxenberger
Iryna Gurevych
121
209
0
20 Apr 2017
On the Origin of Deep Learning
On the Origin of Deep Learning
Haohan Wang
Bhiksha Raj
MedIm3DVVLM
350
234
0
24 Feb 2017
Fast and Accurate Entity Recognition with Iterated Dilated Convolutions
Fast and Accurate Entity Recognition with Iterated Dilated ConvolutionsConference on Empirical Methods in Natural Language Processing (EMNLP), 2017
Emma Strubell
Pat Verga
David Belanger
Andrew McCallum
386
420
0
07 Feb 2017
Neural Models for Sequence Chunking
Neural Models for Sequence ChunkingAAAI Conference on Artificial Intelligence (AAAI), 2017
Feifei Zhai
Saloni Potdar
Bing Xiang
Bowen Zhou
193
128
0
15 Jan 2017
Deep Semi-Supervised Learning with Linguistically Motivated Sequence
  Labeling Task Hierarchies
Deep Semi-Supervised Learning with Linguistically Motivated Sequence Labeling Task Hierarchies
Jonathan Godwin
Pontus Stenetorp
Sebastian Riedel
71
6
0
29 Dec 2016
Entity Identification as Multitasking
Entity Identification as Multitasking
K. Stratos
119
5
0
08 Dec 2016
Words or Characters? Fine-grained Gating for Reading Comprehension
Words or Characters? Fine-grained Gating for Reading Comprehension
Zhilin Yang
Bhuwan Dhingra
Ye Yuan
Junjie Hu
William W. Cohen
Ruslan Salakhutdinov
AI4CE
195
101
0
06 Nov 2016
Nonsymbolic Text Representation
Nonsymbolic Text Representation
Hinrich Schütze
Heike Adel
Ehsaneddin Asgari
MILM
305
19
0
03 Oct 2016
Byte-based Language Identification with Deep Convolutional Networks
Byte-based Language Identification with Deep Convolutional Networks
Johannes Bjerva
133
16
0
28 Sep 2016
Semantic Tagging with Deep Residual Networks
Semantic Tagging with Deep Residual Networks
Johannes Bjerva
Barbara Plank
Johan Bos
VLMSSeg
165
80
0
22 Sep 2016
Multi-task Domain Adaptation for Sequence Tagging
Multi-task Domain Adaptation for Sequence Tagging
Nanyun Peng
Mark Dredze
184
95
0
09 Aug 2016
Domain Adaptation for Neural Networks by Parameter Augmentation
Domain Adaptation for Neural Networks by Parameter Augmentation
Yusuke Watanabe
Kazuma Hashimoto
Yoshimasa Tsuruoka
OOD
158
6
0
01 Jul 2016
Sharing Network Parameters for Crosslingual Named Entity Recognition
Sharing Network Parameters for Crosslingual Named Entity Recognition
V. Rudramurthy
Mitesh Khapra
P. Bhattacharyya
103
9
0
01 Jul 2016
Gated-Attention Readers for Text Comprehension
Gated-Attention Readers for Text ComprehensionAnnual Meeting of the Association for Computational Linguistics (ACL), 2016
Bhuwan Dhingra
Hanxiao Liu
Zhilin Yang
William W. Cohen
Ruslan Salakhutdinov
304
428
0
05 Jun 2016
Revisiting Semi-Supervised Learning with Graph Embeddings
Revisiting Semi-Supervised Learning with Graph Embeddings
Zhilin Yang
William W. Cohen
Ruslan Salakhutdinov
GNNSSL
719
2,354
0
29 Mar 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
571
2,747
0
04 Mar 2016
Improving Named Entity Recognition for Chinese Social Media with Word
  Segmentation Representation Learning
Improving Named Entity Recognition for Chinese Social Media with Word Segmentation Representation Learning
Nanyun Peng
Mark Dredze
164
22
0
02 Mar 2016
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