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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
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
9
54
0
23 Jun 2017
Effective Spoken Language Labeling with Deep Recurrent Neural Networks
Effective Spoken Language Labeling with Deep Recurrent Neural Networks
Marco Dinarelli
Yoann Dupont
Isabelle Tellier
8
0
0
20 Jun 2017
A Survey Of Cross-lingual Word Embedding Models
A Survey Of Cross-lingual Word Embedding Models
Sebastian Ruder
Ivan Vulić
Anders Søgaard
21
524
0
15 Jun 2017
Neural Models for Key Phrase Detection and Question Generation
Neural Models for Key Phrase Detection and Question Generation
Sandeep Subramanian
Tong Wang
Xingdi Yuan
Saizheng Zhang
Yoshua Bengio
Adam Trischler
24
60
0
14 Jun 2017
Joint Extraction of Entities and Relations Based on a Novel Tagging
  Scheme
Joint Extraction of Entities and Relations Based on a Novel Tagging Scheme
Suncong Zheng
Feng Wang
Hongyun Bao
Yuexing Hao
P. Zhou
Bo Xu
3DV
11
614
0
07 Jun 2017
Label-Dependencies Aware Recurrent Neural Networks
Label-Dependencies Aware Recurrent Neural Networks
Yoann Dupont
Marco Dinarelli
Isabelle Tellier
UQCV
14
20
0
06 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
14
10
0
01 Jun 2017
The Importance of Automatic Syntactic Features in Vietnamese Named
  Entity Recognition
The Importance of Automatic Syntactic Features in Vietnamese Named Entity Recognition
Thai-Hoang Pham
Hong Phuong Le
3DV
16
11
0
29 May 2017
Deep Voice 2: Multi-Speaker Neural Text-to-Speech
Deep Voice 2: Multi-Speaker Neural Text-to-Speech
Sercan Ö. Arik
G. Diamos
Andrew Gibiansky
John Miller
Kainan Peng
Ming-Yu Liu
Jonathan Raiman
Yanqi Zhou
17
494
0
24 May 2017
Grounded Recurrent Neural Networks
Grounded Recurrent Neural Networks
Ankit Vani
Yacine Jernite
David Sontag
AI4MH
26
24
0
23 May 2017
Second-Order Word Embeddings from Nearest Neighbor Topological Features
Second-Order Word Embeddings from Nearest Neighbor Topological Features
Denis R. Newman-Griffis
Eric Fosler-Lussier
19
7
0
23 May 2017
NeuroNER: an easy-to-use program for named-entity recognition based on
  neural networks
NeuroNER: an easy-to-use program for named-entity recognition based on neural networks
Franck Dernoncourt
Ji Young Lee
Peter Szolovits
11
189
0
16 May 2017
End-to-end Recurrent Neural Network Models for Vietnamese Named Entity
  Recognition: Word-level vs. Character-level
End-to-end Recurrent Neural Network Models for Vietnamese Named Entity Recognition: Word-level vs. Character-level
Thai-Hoang Pham
Hong Phuong Le
3DV
13
46
0
11 May 2017
Ontology-Aware Token Embeddings for Prepositional Phrase Attachment
Ontology-Aware Token Embeddings for Prepositional Phrase Attachment
Pradeep Dasigi
Bridger Waleed Ammar
Chris Dyer
Eduard H. Hovy
16
30
0
08 May 2017
Joint RNN Model for Argument Component Boundary Detection
Joint RNN Model for Argument Component Boundary Detection
Minglan Li
Yang Gao
Hui Wen
Yang Du
Haijing Liu
Hao Wang
11
9
0
05 May 2017
Increasing Papers' Discoverability with Precise Semantic Labeling: the
  sci.AI Platform
Increasing Papers' Discoverability with Precise Semantic Labeling: the sci.AI Platform
Roman Gurinovich
A. Pashuk
Y. Nikolsky
Alex Dmitrievskij
Oleg Kuryan
Alexei Scerbacov
Antonia Tiggre
Elena Moroz
Y. Petrovskiy
14
0
0
02 May 2017
Dependency Parsing with Dilated Iterated Graph CNNs
Dependency Parsing with Dilated Iterated Graph CNNs
Emma Strubell
Andrew McCallum
GNN
25
6
0
01 May 2017
Semi-supervised sequence tagging with bidirectional language models
Semi-supervised sequence tagging with bidirectional language models
Matthew E. Peters
Bridger Waleed Ammar
Chandra Bhagavatula
Russell Power
19
634
0
29 Apr 2017
Semi-supervised Multitask Learning for Sequence Labeling
Semi-supervised Multitask Learning for Sequence Labeling
Marek Rei
22
247
0
24 Apr 2017
SwellShark: A Generative Model for Biomedical Named Entity Recognition
  without Labeled Data
SwellShark: A Generative Model for Biomedical Named Entity Recognition without Labeled Data
Jason Alan Fries
Sen Wu
Alex Ratner
Christopher Ré
MedIm
13
95
0
20 Apr 2017
Redefining Context Windows for Word Embedding Models: An Experimental
  Study
Redefining Context Windows for Word Embedding Models: An Experimental Study
Pierre Lison
Andrey Kutuzov
8
32
0
19 Apr 2017
Multi-Task Learning of Keyphrase Boundary Classification
Multi-Task Learning of Keyphrase Boundary Classification
Isabelle Augenstein
Anders Søgaard
19
71
0
03 Apr 2017
Gate Activation Signal Analysis for Gated Recurrent Neural Networks and
  Its Correlation with Phoneme Boundaries
Gate Activation Signal Analysis for Gated Recurrent Neural Networks and Its Correlation with Phoneme Boundaries
Yu-Hsuan Wang
Cheng-Tao Chung
Hung-yi Lee
11
40
0
22 Mar 2017
Transfer Learning for Sequence Tagging with Hierarchical Recurrent
  Networks
Transfer Learning for Sequence Tagging with Hierarchical Recurrent Networks
Zhilin Yang
Ruslan Salakhutdinov
William W. Cohen
13
351
0
18 Mar 2017
Making Neural QA as Simple as Possible but not Simpler
Making Neural QA as Simple as Possible but not Simpler
Dirk Weissenborn
Georg Wiese
Laura Seiffe
6
209
0
14 Mar 2017
Reinforcement Learning for Transition-Based Mention Detection
Reinforcement Learning for Transition-Based Mention Detection
Georgiana Dinu
Wael Hamza
Radu Florian
14
1
0
13 Mar 2017
DRAGNN: A Transition-based Framework for Dynamically Connected Neural
  Networks
DRAGNN: A Transition-based Framework for Dynamically Connected Neural Networks
Lingpeng Kong
Chris Alberti
D. Andor
Ivan Bogatyy
David J. Weiss
GNN
42
34
0
13 Mar 2017
Are Emojis Predictable?
Are Emojis Predictable?
Horacio Saggion
Miguel Ballesteros
Francesco Barbieri
11
123
0
23 Feb 2017
How to evaluate word embeddings? On importance of data efficiency and
  simple supervised tasks
How to evaluate word embeddings? On importance of data efficiency and simple supervised tasks
Stanislaw Jastrzebski
Damian Lesniak
Wojciech M. Czarnecki
19
77
0
07 Feb 2017
Fast and Accurate Entity Recognition with Iterated Dilated Convolutions
Fast and Accurate Entity Recognition with Iterated Dilated Convolutions
Emma Strubell
Pat Verga
David Belanger
Andrew McCallum
30
391
0
07 Feb 2017
Structured Attention Networks
Structured Attention Networks
Yoon Kim
Carl Denton
Luong Hoang
Alexander M. Rush
30
460
0
03 Feb 2017
Robust Multilingual Named Entity Recognition with Shallow
  Semi-Supervised Features
Robust Multilingual Named Entity Recognition with Shallow Semi-Supervised Features
Rodrigo Agerri
German Rigau
25
93
0
31 Jan 2017
Drug-Drug Interaction Extraction from Biomedical Text Using Long Short
  Term Memory Network
Drug-Drug Interaction Extraction from Biomedical Text Using Long Short Term Memory Network
Sunil Kumar Sahu
Ashish Anand
24
133
0
28 Jan 2017
Neural Models for Sequence Chunking
Neural Models for Sequence Chunking
Feifei Zhai
Saloni Potdar
Bing Xiang
Bowen Zhou
25
125
0
15 Jan 2017
DyNet: The Dynamic Neural Network Toolkit
DyNet: The Dynamic Neural Network Toolkit
Graham Neubig
Chris Dyer
Yoav Goldberg
Austin Matthews
Bridger Waleed Ammar
...
Yusuke Oda
Matthew Richardson
Naomi Saphra
Swabha Swayamdipta
Pengcheng Yin
41
386
0
15 Jan 2017
Multi-level Representations for Fine-Grained Typing of Knowledge Base
  Entities
Multi-level Representations for Fine-Grained Typing of Knowledge Base Entities
Yadollah Yaghoobzadeh
Hinrich Schütze
OCL
18
39
0
08 Jan 2017
Shortcut Sequence Tagging
Shortcut Sequence Tagging
Huijia Wu
Jiajun Zhang
Chengqing Zong
20
2
0
03 Jan 2017
Entity Identification as Multitasking
Entity Identification as Multitasking
K. Stratos
21
4
0
08 Dec 2016
When is multitask learning effective? Semantic sequence prediction under
  varying data conditions
When is multitask learning effective? Semantic sequence prediction under varying data conditions
Héctor Martínez Alonso
Barbara Plank
19
163
0
07 Dec 2016
Attending to Characters in Neural Sequence Labeling Models
Attending to Characters in Neural Sequence Labeling Models
Marek Rei
Gamal K. O. Crichton
S. Pyysalo
35
187
0
14 Nov 2016
Towards Deep Learning in Hindi NER: An approach to tackle the Labelled
  Data Scarcity
Towards Deep Learning in Hindi NER: An approach to tackle the Labelled Data Scarcity
V. Athavale
Shreenivas Bharadwaj
Monik Pamecha
Ameya Prabhu
Manish Shrivastava
11
44
0
31 Oct 2016
Sequence Segmentation Using Joint RNN and Structured Prediction Models
Sequence Segmentation Using Joint RNN and Structured Prediction Models
Yossi Adi
Joseph Keshet
E. Cibelli
Matthew A. Goldrick
13
21
0
25 Oct 2016
Bidirectional LSTM-CRF for Clinical Concept Extraction
Bidirectional LSTM-CRF for Clinical Concept Extraction
Raghavendra Chalapathy
E. Z. Borzeshi
Massimo Piccardi
19
93
0
19 Oct 2016
An Empirical Exploration of Skip Connections for Sequential Tagging
An Empirical Exploration of Skip Connections for Sequential Tagging
Huijia Wu
Jiajun Zhang
Chengqing Zong
BDL
25
17
0
11 Oct 2016
Nonsymbolic Text Representation
Nonsymbolic Text Representation
Hinrich Schütze
Heike Adel
Ehsaneddin Asgari
MILM
14
19
0
03 Oct 2016
Optimizing Neural Network Hyperparameters with Gaussian Processes for
  Dialog Act Classification
Optimizing Neural Network Hyperparameters with Gaussian Processes for Dialog Act Classification
Franck Dernoncourt
Ji Young Lee
9
26
0
27 Sep 2016
Modelling Radiological Language with Bidirectional Long Short-Term
  Memory Networks
Modelling Radiological Language with Bidirectional Long Short-Term Memory Networks
Savelie Cornegruta
R. Bakewell
S. Withey
Giovanni Montana
MedIm
10
79
0
27 Sep 2016
An Investigation of Recurrent Neural Architectures for Drug Name
  Recognition
An Investigation of Recurrent Neural Architectures for Drug Name Recognition
Raghavendra Chalapathy
E. Z. Borzeshi
Massimo Piccardi
8
39
0
24 Sep 2016
Multi-task Domain Adaptation for Sequence Tagging
Multi-task Domain Adaptation for Sequence Tagging
Nanyun Peng
Mark Dredze
14
95
0
09 Aug 2016
Structured prediction models for RNN based sequence labeling in clinical
  text
Structured prediction models for RNN based sequence labeling in clinical text
Abhyuday N. Jagannatha
Hong-ye Yu
13
199
0
01 Aug 2016
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