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Neural Architectures for Named Entity Recognition
v1v2v3 (latest)

Neural Architectures for Named Entity Recognition

4 March 2016
Guillaume Lample
Miguel Ballesteros
Sandeep Subramanian
Kazuya Kawakami
Chris Dyer
ArXiv (abs)PDFHTML

Papers citing "Neural Architectures for Named Entity Recognition"

50 / 1,167 papers shown
Title
On the Dimensionality of Word Embedding
On the Dimensionality of Word Embedding
Zi Yin
Yuanyuan Shen
78
193
0
11 Dec 2018
Exploring the importance of context and embeddings in neural NER models
  for task-oriented dialogue systems
Exploring the importance of context and embeddings in neural NER models for task-oriented dialogue systems
P. Jayarao
Chirag Jain
Aman Srivastava
43
5
0
06 Dec 2018
A System for Automated Image Editing from Natural Language Commands
A System for Automated Image Editing from Natural Language Commands
Jacqueline Brixey
R. Manuvinakurike
Nham Le
T. Lai
W. Chang
Trung Bui
32
4
0
03 Dec 2018
Learning from a tiny dataset of manual annotations: a teacher/student
  approach for surgical phase recognition
Learning from a tiny dataset of manual annotations: a teacher/student approach for surgical phase recognition
Tong Yu
Didier Mutter
J. Marescaux
N. Padoy
82
48
0
30 Nov 2018
GIRNet: Interleaved Multi-Task Recurrent State Sequence Models
GIRNet: Interleaved Multi-Task Recurrent State Sequence Models
Divam Gupta
Tanmoy Chakraborty
Soumen Chakrabarti
58
9
0
28 Nov 2018
Combining neural and knowledge-based approaches to Named Entity
  Recognition in Polish
Combining neural and knowledge-based approaches to Named Entity Recognition in Polish
Slawomir Dadas
97
6
0
26 Nov 2018
Natural language understanding for task oriented dialog in the
  biomedical domain in a low resources context
Natural language understanding for task oriented dialog in the biomedical domain in a low resources context
A. Neuraz
Leonardo Campillos-Llanos
Anita Burgun-Parenthoine
S. Rosset
34
14
0
23 Nov 2018
Resource Mention Extraction for MOOC Discussion Forums
Resource Mention Extraction for MOOC Discussion Forums
Ya-Hui An
Liangming Pan
Min-Yen Kan
Qiang Dong
Yan Fu
13
10
0
21 Nov 2018
Scene Graph Generation via Conditional Random Fields
Weilin Cong
Wenjie Wang
Wang-Chien Lee
GNN
79
22
0
20 Nov 2018
Unnamed Entity Recognition of Sense Mentions
Unnamed Entity Recognition of Sense Mentions
Ndapandula Nakashole
32
0
0
17 Nov 2018
A Hierarchical Multi-task Approach for Learning Embeddings from Semantic
  Tasks
A Hierarchical Multi-task Approach for Learning Embeddings from Semantic Tasks
Victor Sanh
Thomas Wolf
Sebastian Ruder
72
234
0
14 Nov 2018
Jointly Learning to Label Sentences and Tokens
Jointly Learning to Label Sentences and Tokens
Marek Rei
Anders Søgaard
AI4TS
98
40
0
14 Nov 2018
A Unified Model for Opinion Target Extraction and Target Sentiment
  Prediction
A Unified Model for Opinion Target Extraction and Target Sentiment Prediction
Xin Li
Lidong Bing
Piji Li
Wai Lam
78
323
0
13 Nov 2018
Zero-shot Neural Transfer for Cross-lingual Entity Linking
Zero-shot Neural Transfer for Cross-lingual Entity Linking
Shruti Rijhwani
Jiateng Xie
Graham Neubig
J. Carbonell
69
47
0
09 Nov 2018
Long Short-Term Memory with Dynamic Skip Connections
Long Short-Term Memory with Dynamic Skip Connections
Tao Gui
Qi Zhang
Lujun Zhao
Y. Lin
Minlong Peng
Jingjing Gong
Xuanjing Huang
85
27
0
09 Nov 2018
Neural sequence labeling for Vietnamese POS Tagging and NER
Neural sequence labeling for Vietnamese POS Tagging and NER
Tsuyoshi Adachi
Hieu Nguyen Kiem
S. Sakaino
3DVVLM
116
11
0
09 Nov 2018
microNER: A Micro-Service for German Named Entity Recognition based on
  BiLSTM-CRF
microNER: A Micro-Service for German Named Entity Recognition based on BiLSTM-CRF
Gregor Wiedemann
Raghav Jindal
Chris Biemann
13
1
0
07 Nov 2018
Structured Neural Summarization
Structured Neural Summarization
Patrick Fernandes
Miltiadis Allamanis
Marc Brockschmidt
GNN
116
212
0
05 Nov 2018
Neural CRF transducers for sequence labeling
Neural CRF transducers for sequence labeling
Kai-Mo Hu
Zhijian Ou
Min Hu
Junlan Feng
37
5
0
04 Nov 2018
Elastic CRFs for Open-ontology Slot Filling
Elastic CRFs for Open-ontology Slot Filling
Yinpei Dai
Yichi Zhang
Hong Liu
Zhijian Ou
Yanmeng Wang
Junlan Feng
87
2
0
04 Nov 2018
Progress and Tradeoffs in Neural Language Models
Progress and Tradeoffs in Neural Language Models
Raphael Tang
Jimmy J. Lin
31
5
0
02 Nov 2018
A Bayesian Approach for Sequence Tagging with Crowds
A Bayesian Approach for Sequence Tagging with Crowds
Edwin Simpson
Iryna Gurevych
NoLa
68
4
0
02 Nov 2018
Effective Feature Representation for Clinical Text Concept Extraction
Effective Feature Representation for Clinical Text Concept Extraction
Yifeng Tao
B. Godefroy
Guillaume Genthial
Christopher Potts
69
8
0
31 Oct 2018
Cross-Lingual Transfer Learning for Multilingual Task Oriented Dialog
Cross-Lingual Transfer Learning for Multilingual Task Oriented Dialog
Sebastian Schuster
S. Gupta
Rushin Shah
M. Lewis
109
286
0
31 Oct 2018
Attentive Neural Network for Named Entity Recognition in Vietnamese
Attentive Neural Network for Named Entity Recognition in Vietnamese
Kim Anh Nguyen
Ngan T. Dong
K. Nguyen
44
12
0
31 Oct 2018
GraphIE: A Graph-Based Framework for Information Extraction
GraphIE: A Graph-Based Framework for Information Extraction
Yujie Qian
Enrico Santus
Zhijing Jin
Jiang Guo
Regina Barzilay
GNN
92
113
0
31 Oct 2018
Learning Better Internal Structure of Words for Sequence Labeling
Learning Better Internal Structure of Words for Sequence Labeling
Yingwei Xin
Ethan Hart
Vibhuti Mahajan
Jean-David Ruvini
SSLNAI
59
38
0
29 Oct 2018
Parsing Coordination for Spoken Language Understanding
Parsing Coordination for Spoken Language Understanding
Sanchit Agarwal
Rahul Goel
Tagyoung Chung
Abhishek Sethi
Arindam Mandal
Spyros Matsoukas
56
1
0
26 Oct 2018
Modeling Composite Labels for Neural Morphological Tagging
Modeling Composite Labels for Neural Morphological Tagging
Alexander Tkachenko
Kairit Sirts
NoLa
41
14
0
20 Oct 2018
pioNER: Datasets and Baselines for Armenian Named Entity Recognition
pioNER: Datasets and Baselines for Armenian Named Entity Recognition
Tsolak Ghukasyan
G. Davtyan
K. Avetisyan
I. Andrianov
54
9
0
19 Oct 2018
A Scalable, Flexible Augmentation of the Student Education Process
A Scalable, Flexible Augmentation of the Student Education Process
Bhairav Mehta
Adithya Ramanathan
AI4Ed
18
0
0
17 Oct 2018
Neural Morphological Tagging for Estonian
Neural Morphological Tagging for Estonian
Alexander Tkachenko
Kairit Sirts
34
4
0
16 Oct 2018
Diacritization of Maghrebi Arabic Sub-Dialects
Diacritization of Maghrebi Arabic Sub-Dialects
Ahmed Abdelali
Mohammed Attia
Younes Samih
Kareem Darwish
Hamdy Mubarak
28
7
0
15 Oct 2018
Neural Adaptation Layers for Cross-domain Named Entity Recognition
Neural Adaptation Layers for Cross-domain Named Entity Recognition
Bill Yuchen Lin
Wei Lu
82
94
0
15 Oct 2018
Sentence Segmentation for Classical Chinese Based on LSTM with Radical
  Embedding
Sentence Segmentation for Classical Chinese Based on LSTM with Radical Embedding
Xu Han
Hongsu Wang
Sanqian Zhang
Qunchao Fu
Jing Liu
25
15
0
05 Oct 2018
Neural Segmental Hypergraphs for Overlapping Mention Recognition
Neural Segmental Hypergraphs for Overlapping Mention Recognition
Bailin Wang
Wei Lu
GNN
89
129
0
03 Oct 2018
A Neural Transition-based Model for Nested Mention Recognition
A Neural Transition-based Model for Nested Mention Recognition
Bailin Wang
Wei Lu
Yu Wang
Hongxia Jin
87
95
0
03 Oct 2018
A Deep Learning Architecture for De-identification of Patient Notes:
  Implementation and Evaluation
A Deep Learning Architecture for De-identification of Patient Notes: Implementation and Evaluation
Kaung Khin
Philipp Burckhardt
R. Padman
72
38
0
03 Oct 2018
Efficient Sequence Labeling with Actor-Critic Training
Efficient Sequence Labeling with Actor-Critic Training
Saeed Najafi
Colin Cherry
Grzegorz Kondrak
29
7
0
30 Sep 2018
Neural Entity Reasoner for Global Consistency in NER
Neural Entity Reasoner for Global Consistency in NER
Xiaoxiao Yin
Daqi Zheng
Zhengdong Lu
Ruifang Liu
NAILRM
51
8
0
30 Sep 2018
Embedded-State Latent Conditional Random Fields for Sequence Labeling
Embedded-State Latent Conditional Random Fields for Sequence Labeling
Dung Ngoc Thai
Sree Harsha Ramesh
Shikhar Murty
Luke Vilnis
Andrew McCallum
BDL
49
5
0
28 Sep 2018
Chinese User Service Intention Classification Based on Hybrid Neural
  Network
Chinese User Service Intention Classification Based on Hybrid Neural Network
Shengbin Jia
Yang Xiang
25
2
0
25 Sep 2018
Chargrid: Towards Understanding 2D Documents
Chargrid: Towards Understanding 2D Documents
Anoop R. Katti
C. Reisswig
Cordula Guder
Sebastian Brarda
S. Bickel
Johannes Höhne
Jean Baptiste Faddoul
82
195
0
24 Sep 2018
Deformable Stacked Structure for Named Entity Recognition
Deformable Stacked Structure for Named Entity Recognition
Shuyang Cao
Xipeng Qiu
Xuanjing Huang
BDL
45
0
0
24 Sep 2018
A Byte-sized Approach to Named Entity Recognition
A Byte-sized Approach to Named Entity Recognition
Emily Sheng
Premkumar Natarajan
27
0
0
22 Sep 2018
Semi-Supervised Sequence Modeling with Cross-View Training
Semi-Supervised Sequence Modeling with Cross-View Training
Kevin Clark
Minh-Thang Luong
Christopher D. Manning
Quoc V. Le
SSL
76
334
0
22 Sep 2018
CollaboNet: collaboration of deep neural networks for biomedical named
  entity recognition
CollaboNet: collaboration of deep neural networks for biomedical named entity recognition
Wonjin Yoon
Chan Ho So
Jinhyuk Lee
Jaewoo Kang
82
137
0
21 Sep 2018
Building Context-aware Clause Representations for Situation Entity Type
  Classification
Building Context-aware Clause Representations for Situation Entity Type Classification
Zeyu Dai
Ruihong Huang
48
8
0
20 Sep 2018
Document Informed Neural Autoregressive Topic Models with Distributional
  Prior
Document Informed Neural Autoregressive Topic Models with Distributional Prior
Pankaj Gupta
Yatin Chaudhary
Florian Buettner
Hinrich Schütze
88
54
0
15 Sep 2018
Numeral Understanding in Financial Tweets for Fine-grained Crowd-based
  Forecasting
Numeral Understanding in Financial Tweets for Fine-grained Crowd-based Forecasting
Chung-Chi Chen
Hen-Hsen Huang
Yow-Ting Shiue
Hsin-Hsi Chen
48
45
0
14 Sep 2018
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