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Neural Architectures for Named Entity Recognition

Neural Architectures for Named Entity Recognition

4 March 2016
Guillaume Lample
Miguel Ballesteros
Sandeep Subramanian
Kazuya Kawakami
Chris Dyer
ArXivPDFHTML

Papers citing "Neural Architectures for Named Entity Recognition"

50 / 1,166 papers shown
Title
VnCoreNLP: A Vietnamese Natural Language Processing Toolkit
VnCoreNLP: A Vietnamese Natural Language Processing Toolkit
Thanh Vu
Dat Quoc Nguyen
D. Q. Nguyen
Mark Dras
Mark Johnson
18
145
0
04 Jan 2018
Dual Long Short-Term Memory Networks for Sub-Character Representation
  Learning
Dual Long Short-Term Memory Networks for Sub-Character Representation Learning
Han He
Lei Wu
Xiaokun Yang
Hua Yan
Zhimin Gao
Yi Feng
G. Townsend
19
15
0
23 Dec 2017
Effective Neural Solution for Multi-Criteria Word Segmentation
Effective Neural Solution for Multi-Criteria Word Segmentation
Han He
Lei Wu
Hua Yan
Zhimin Gao
Yi Feng
G. Townsend
14
21
0
07 Dec 2017
Product Function Need Recognition via Semi-supervised Attention Network
Product Function Need Recognition via Semi-supervised Attention Network
Hu Xu
Sihong Xie
Lei Shu
Philip S. Yu
13
2
0
06 Dec 2017
Dual Attention Network for Product Compatibility and Function
  Satisfiability Analysis
Dual Attention Network for Product Compatibility and Function Satisfiability Analysis
Hu Xu
Sihong Xie
Lei Shu
Philip S. Yu
AAML
26
13
0
06 Dec 2017
Strong Baselines for Simple Question Answering over Knowledge Graphs
  with and without Neural Networks
Strong Baselines for Simple Question Answering over Knowledge Graphs with and without Neural Networks
Salman Mohammed
Peng Shi
Jimmy J. Lin
23
105
0
05 Dec 2017
Connecting Pixels to Privacy and Utility: Automatic Redaction of Private
  Information in Images
Connecting Pixels to Privacy and Utility: Automatic Redaction of Private Information in Images
Tribhuvanesh Orekondy
Mario Fritz
Bernt Schiele
PICV
14
80
0
04 Dec 2017
An Exploration of Word Embedding Initialization in Deep-Learning Tasks
An Exploration of Word Embedding Initialization in Deep-Learning Tasks
Tom Kocmi
Ondrej Bojar
31
32
0
24 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?
Yuhang Zhang
Xu Sun
Shuming Ma
Yang Yang
Xuancheng Ren
14
9
0
22 Nov 2017
Effective Use of Bidirectional Language Modeling for Transfer Learning
  in Biomedical Named Entity Recognition
Effective Use of Bidirectional Language Modeling for Transfer Learning in Biomedical Named Entity Recognition
Devendra Singh Sachan
P. Xie
Mrinmaya Sachan
Eric P. Xing
MedIm
27
56
0
21 Nov 2017
Automatically Extracting Action Graphs from Materials Science Synthesis
  Procedures
Automatically Extracting Action Graphs from Materials Science Synthesis Procedures
Sheshera Mysore
Edward J. Kim
Emma Strubell
Ao Liu
Haw-Shiuan Chang
Srikrishna Kompella
Kevin Huang
Andrew McCallum
E. Olivetti
19
39
0
18 Nov 2017
A Sequential Neural Encoder with Latent Structured Description for
  Modeling Sentences
A Sequential Neural Encoder with Latent Structured Description for Modeling Sentences
Yu-Ping Ruan
Qian Chen
Zhenhua Ling
19
11
0
15 Nov 2017
From Word Segmentation to POS Tagging for Vietnamese
From Word Segmentation to POS Tagging for Vietnamese
Dat Quoc Nguyen
Thanh Vu
D. Q. Nguyen
Mark Dras
Mark Johnson
19
30
0
14 Nov 2017
Robust Multilingual Part-of-Speech Tagging via Adversarial Training
Robust Multilingual Part-of-Speech Tagging via Adversarial Training
Michihiro Yasunaga
Jungo Kasai
Dragomir R. Radev
13
104
0
14 Nov 2017
Neural Skill Transfer from Supervised Language Tasks to Reading
  Comprehension
Neural Skill Transfer from Supervised Language Tasks to Reading Comprehension
Todor Mihaylov
Zornitsa Kozareva
Anette Frank
25
5
0
10 Nov 2017
A Comparison of Feature-Based and Neural Scansion of Poetry
A Comparison of Feature-Based and Neural Scansion of Poetry
Manex Agirrezabal
I. Alegria
Mans Hulden
29
13
0
02 Nov 2017
Just ASK: Building an Architecture for Extensible Self-Service Spoken
  Language Understanding
Just ASK: Building an Architecture for Extensible Self-Service Spoken Language Understanding
Anjishnu Kumar
Arpit Gupta
Julian Chan
S. Tucker
Björn Hoffmeister
...
Ankur Gandhe
Denis Filiminov
Ariya Rastrow
Christian Monson
Agnika Kumar
ELM
AuLLM
29
67
0
01 Nov 2017
Named Entity Recognition in Twitter using Images and Text
Named Entity Recognition in Twitter using Images and Text
Diego Esteves
R. Peres
Jens Lehmann
Giulio Napolitano
11
5
0
30 Oct 2017
Learning Phrase Embeddings from Paraphrases with GRUs
Learning Phrase Embeddings from Paraphrases with GRUs
Zhihao Zhou
Lifu Huang
Heng Ji
NAI
12
9
0
13 Oct 2017
Network of Recurrent Neural Networks
Network of Recurrent Neural Networks
Chaoming Wang
GNN
11
3
0
10 Oct 2017
Event Identification as a Decision Process with Non-linear
  Representation of Text
Event Identification as a Decision Process with Non-linear Representation of Text
Yukun Yan
Daqi Zheng
Zhengdong Lu
Sen Song
22
6
0
03 Oct 2017
Application of a Hybrid Bi-LSTM-CRF model to the task of Russian Named
  Entity Recognition
Application of a Hybrid Bi-LSTM-CRF model to the task of Russian Named Entity Recognition
L. T. Anh
M. Y. Arkhipov
M. Burtsev
11
37
0
27 Sep 2017
An attentive neural architecture for joint segmentation and parsing and
  its application to real estate ads
An attentive neural architecture for joint segmentation and parsing and its application to real estate ads
Giannis Bekoulis
Johannes Deleu
T. Demeester
Chris Develder
18
29
0
27 Sep 2017
Long Short-Term Memory for Japanese Word Segmentation
Long Short-Term Memory for Japanese Word Segmentation
Yoshiaki Kitagawa
Mamoru Komachi
11
25
0
23 Sep 2017
Learning Domain-Specific Word Embeddings from Sparse Cybersecurity Texts
Learning Domain-Specific Word Embeddings from Sparse Cybersecurity Texts
Arpita Roy
Youngja Park
Shimei Pan
18
33
0
21 Sep 2017
De-identification of medical records using conditional random fields and
  long short-term memory networks
De-identification of medical records using conditional random fields and long short-term memory networks
Zhipeng Jiang
Chao Zhao
Bin He
Y. Guan
Jingchi Jiang
25
30
0
20 Sep 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
9
338
0
13 Sep 2017
Capturing Long-range Contextual Dependencies with Memory-enhanced
  Conditional Random Fields
Capturing Long-range Contextual Dependencies with Memory-enhanced Conditional Random Fields
Fei Liu
Timothy Baldwin
Trevor Cohn
13
18
0
12 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
G. Weikum
17
3
0
11 Sep 2017
CloudScan - A configuration-free invoice analysis system using recurrent
  neural networks
CloudScan - A configuration-free invoice analysis system using recurrent neural networks
Rasmus Berg Palm
Ole Winther
Florian Laws
16
82
0
24 Aug 2017
Classification of Radiology Reports Using Neural Attention Models
Classification of Radiology Reports Using Neural Attention Models
Bonggun Shin
F. Chokshi
Timothy Lee
Jinho D. Choi
16
48
0
22 Aug 2017
Scientific Information Extraction with Semi-supervised Neural Tagging
Scientific Information Extraction with Semi-supervised Neural Tagging
Yi Luan
Mari Ostendorf
Hannaneh Hajishirzi
16
94
0
21 Aug 2017
Dialogue Act Segmentation for Vietnamese Human-Human Conversational
  Texts
Dialogue Act Segmentation for Vietnamese Human-Human Conversational Texts
Thi-Lan Ngo
Khac Linh Pham
Minh-Son Cao
S. Pham
X. Phan
8
6
0
16 Aug 2017
Unified Neural Architecture for Drug, Disease and Clinical Entity
  Recognition
Unified Neural Architecture for Drug, Disease and Clinical Entity Recognition
Sunil Kumar Sahu
Ashish Anand
11
8
0
11 Aug 2017
Recent Trends in Deep Learning Based Natural Language Processing
Recent Trends in Deep Learning Based Natural Language Processing
Tom Young
Devamanyu Hazarika
Soujanya Poria
Erik Cambria
35
2,823
0
09 Aug 2017
Low-Rank Hidden State Embeddings for Viterbi Sequence Labeling
Low-Rank Hidden State Embeddings for Viterbi Sequence Labeling
Dung Ngoc Thai
Shikhar Murty
Trapit Bansal
Luke Vilnis
David Belanger
Andrew McCallum
BDL
16
0
0
02 Aug 2017
Reporting Score Distributions Makes a Difference: Performance Study of
  LSTM-networks for Sequence Tagging
Reporting Score Distributions Makes a Difference: Performance Study of LSTM-networks for Sequence Tagging
Nils Reimers
Iryna Gurevych
13
433
0
31 Jul 2017
Putting Self-Supervised Token Embedding on the Tables
Putting Self-Supervised Token Embedding on the Tables
Marc Szafraniec
Gautier Marti
Philippe Donnat
SSL
24
1
0
28 Jul 2017
AMR Parsing using Stack-LSTMs
AMR Parsing using Stack-LSTMs
Miguel Ballesteros
Yaser Al-Onaizan
18
64
0
24 Jul 2017
Global Normalization of Convolutional Neural Networks for Joint Entity
  and Relation Classification
Global Normalization of Convolutional Neural Networks for Joint Entity and Relation Classification
Heike Adel
Hinrich Schütze
14
77
0
24 Jul 2017
Reconstruction of Word Embeddings from Sub-Word Parameters
Reconstruction of Word Embeddings from Sub-Word Parameters
K. Stratos
13
9
0
21 Jul 2017
Optimal Hyperparameters for Deep LSTM-Networks for Sequence Labeling
  Tasks
Optimal Hyperparameters for Deep LSTM-Networks for Sequence Labeling Tasks
Nils Reimers
Iryna Gurevych
20
287
0
21 Jul 2017
A Sub-Character Architecture for Korean Language Processing
A Sub-Character Architecture for Korean Language Processing
K. Stratos
15
28
0
20 Jul 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
20
454
0
19 Jul 2017
Neural Reranking for Named Entity Recognition
Neural Reranking for Named Entity Recognition
Jie Yang
Yue Zhang
Fei Dong
14
32
0
17 Jul 2017
DocTag2Vec: An Embedding Based Multi-label Learning Approach for
  Document Tagging
DocTag2Vec: An Embedding Based Multi-label Learning Approach for Document Tagging
Sheng Chen
Akshay Soni
Aasish Pappu
Yashar Mehdad
VLM
3DV
11
30
0
14 Jul 2017
Weakly Supervised Cross-Lingual Named Entity Recognition via Effective
  Annotation and Representation Projection
Weakly Supervised Cross-Lingual Named Entity Recognition via Effective Annotation and Representation Projection
Jian Ni
Georgiana Dinu
Radu Florian
12
143
0
08 Jul 2017
Improving Multilingual Named Entity Recognition with Wikipedia Entity
  Type Mapping
Improving Multilingual Named Entity Recognition with Wikipedia Entity Type Mapping
Jian Ni
Radu Florian
6
33
0
08 Jul 2017
Align and Copy: UZH at SIGMORPHON 2017 Shared Task for Morphological
  Reinflection
Align and Copy: UZH at SIGMORPHON 2017 Shared Task for Morphological Reinflection
Peter Makarov
T. Ruzsics
Simon Clematide
24
53
0
05 Jul 2017
Recurrent neural networks with specialized word embeddings for
  health-domain named-entity recognition
Recurrent neural networks with specialized word embeddings for health-domain named-entity recognition
Inigo Jauregi Unanue
E. Z. Borzeshi
Massimo Piccardi
13
117
0
29 Jun 2017
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