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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
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Papers citing "Neural Architectures for Named Entity Recognition"

50 / 1,167 papers shown
Title
CM-Net: A Novel Collaborative Memory Network for Spoken Language
  Understanding
CM-Net: A Novel Collaborative Memory Network for Spoken Language Understanding
Yijin Liu
Fandong Meng
Jinchao Zhang
Jie Zhou
Jinan Xu
Jinan Xu
35
72
0
16 Sep 2019
Neural Architectures for Fine-Grained Propaganda Detection in News
Neural Architectures for Fine-Grained Propaganda Detection in News
Pankaj Gupta
Khushbu Saxena
Usama Yaseen
Thomas Runkler
Hinrich Schütze
27
27
0
13 Sep 2019
Neural Correction Model for Open-Domain Named Entity Recognition
Neural Correction Model for Open-Domain Named Entity Recognition
Mengdi Zhu
Zheye Deng
Wenhan Xiong
Mo Yu
Ming Zhang
William Yang Wang
29
6
0
13 Sep 2019
Dependency-Aware Named Entity Recognition with Relative and Global
  Attentions
Dependency-Aware Named Entity Recognition with Relative and Global Attentions
Gustavo Aguilar
Thamar Solorio
23
9
0
11 Sep 2019
Comprehensive Analysis of Aspect Term Extraction Methods using Various
  Text Embeddings
Comprehensive Analysis of Aspect Term Extraction Methods using Various Text Embeddings
Lukasz Augustyniak
Tomasz Kajdanowicz
Przemyslaw Kazienko
19
42
0
11 Sep 2019
A Survey of Techniques All Classifiers Can Learn from Deep Networks:
  Models, Optimizations, and Regularization
A Survey of Techniques All Classifiers Can Learn from Deep Networks: Models, Optimizations, and Regularization
Alireza Ghods
D. Cook
24
1
0
10 Sep 2019
Joint Extraction of Entities and Relations Based on a Novel
  Decomposition Strategy
Joint Extraction of Entities and Relations Based on a Novel Decomposition Strategy
Yu Bowen
Zhenyu Zhang
Jianlin Su
Yubin Wang
Tingwen Liu
Bin Wang
Sujian Li
30
167
0
10 Sep 2019
What Matters for Neural Cross-Lingual Named Entity Recognition: An
  Empirical Analysis
What Matters for Neural Cross-Lingual Named Entity Recognition: An Empirical Analysis
Xiaolei Huang
Jonathan May
Nanyun Peng
11
9
0
09 Sep 2019
May I Check Again? -- A simple but efficient way to generate and use
  contextual dictionaries for Named Entity Recognition. Application to French
  Legal Texts
May I Check Again? -- A simple but efficient way to generate and use contextual dictionaries for Named Entity Recognition. Application to French Legal Texts
Valentin Barrière
Amaury Fouret
22
13
0
08 Sep 2019
Learning in Text Streams: Discovery and Disambiguation of Entity and
  Relation Instances
Learning in Text Streams: Discovery and Disambiguation of Entity and Relation Instances
Marco Maggini
G. Marra
S. Melacci
Andrea Zugarini
24
12
0
06 Sep 2019
Nested Named Entity Recognition via Second-best Sequence Learning and
  Decoding
Nested Named Entity Recognition via Second-best Sequence Learning and Decoding
Takashi Shibuya
Eduard H. Hovy
12
125
0
05 Sep 2019
CrossWeigh: Training Named Entity Tagger from Imperfect Annotations
CrossWeigh: Training Named Entity Tagger from Imperfect Annotations
Zihan Wang
Jingbo Shang
Liyuan Liu
Lihao Lu
Jiacheng Liu
Jiawei Han
NoLa
11
102
0
03 Sep 2019
Aspect Detection using Word and Char Embeddings with (Bi)LSTM and CRF
Aspect Detection using Word and Char Embeddings with (Bi)LSTM and CRF
Lukasz Augustyniak
Tomasz Kajdanowicz
Przemyslaw Kazienko
4
20
0
03 Sep 2019
Modeling Named Entity Embedding Distribution into Hypersphere
Modeling Named Entity Embedding Distribution into Hypersphere
Zhuosheng Zhang
Bingjie Tang
Z. Li
Hai Zhao
14
3
0
03 Sep 2019
Combining Spans into Entities: A Neural Two-Stage Approach for
  Recognizing Discontiguous Entities
Combining Spans into Entities: A Neural Two-Stage Approach for Recognizing Discontiguous Entities
Bailin Wang
Wei Lu
30
33
0
03 Sep 2019
Phrase Grounding by Soft-Label Chain Conditional Random Field
Phrase Grounding by Soft-Label Chain Conditional Random Field
Jiacheng Liu
J. Hockenmaier
18
10
0
01 Sep 2019
Entity Projection via Machine Translation for Cross-Lingual NER
Entity Projection via Machine Translation for Cross-Lingual NER
Alankar Jain
Bhargavi Paranjape
Zachary Chase Lipton
17
70
0
31 Aug 2019
Quantity Tagger: A Latent-Variable Sequence Labeling Approach to Solving
  Addition-Subtraction Word Problems
Quantity Tagger: A Latent-Variable Sequence Labeling Approach to Solving Addition-Subtraction Word Problems
Yanyan Zou
Wei Lu
11
12
0
31 Aug 2019
Joint Detection and Location of English Puns
Joint Detection and Location of English Puns
Yanyan Zou
Wei Lu
11
24
0
31 Aug 2019
Open Named Entity Modeling from Embedding Distribution
Open Named Entity Modeling from Embedding Distribution
Ying Luo
Hai Zhao
Tao Wang
Bingjie Tang
24
3
0
31 Aug 2019
Named Entity Recognition Only from Word Embeddings
Named Entity Recognition Only from Word Embeddings
Ying Luo
Hai Zhao
Junlang Zhan
27
19
0
31 Aug 2019
Learning to Infer Entities, Properties and their Relations from Clinical
  Conversations
Learning to Infer Entities, Properties and their Relations from Clinical Conversations
Nan Du
Mingqiu Wang
Linh Tran
Gang Li
Izhak Shafran
LRM
26
31
0
30 Aug 2019
Shallow Syntax in Deep Water
Shallow Syntax in Deep Water
Swabha Swayamdipta
Matthew E. Peters
Brendan Roof
Chris Dyer
Noah A. Smith
24
10
0
29 Aug 2019
Why Attention? Analyze BiLSTM Deficiency and Its Remedies in the Case of
  NER
Why Attention? Analyze BiLSTM Deficiency and Its Remedies in the Case of NER
Peng-Hsuan Li
Tsu-Jui Fu
Wei-Yun Ma
8
6
0
29 Aug 2019
Exploiting Multiple Embeddings for Chinese Named Entity Recognition
Exploiting Multiple Embeddings for Chinese Named Entity Recognition
Canwen Xu
Feiyang Wang
Jialong Han
Chenliang Li
19
49
0
28 Aug 2019
A Morpho-Syntactically Informed LSTM-CRF Model for Named Entity
  Recognition
A Morpho-Syntactically Informed LSTM-CRF Model for Named Entity Recognition
L. Simeonova
K. Simov
P. Osenova
Preslav Nakov
31
8
0
27 Aug 2019
Real-world Conversational AI for Hotel Bookings
Real-world Conversational AI for Hotel Bookings
Bai Li
Nanyi Jiang
Joey Sham
Henry Shi
Hussein Fazal
16
15
0
27 Aug 2019
Low-Resource Name Tagging Learned with Weakly Labeled Data
Low-Resource Name Tagging Learned with Weakly Labeled Data
Yixin Cao
Zikun Hu
Tat-Seng Chua
Zhiyuan Liu
Heng Ji
NoLa
22
77
0
26 Aug 2019
Partially-supervised Mention Detection
Partially-supervised Mention Detection
Lesly Miculicich
James Henderson
21
6
0
26 Aug 2019
Query-Based Named Entity Recognition
Query-Based Named Entity Recognition
Yuxian Meng
Xiaoya Li
Zijun Sun
Jiwei Li
11
1
0
24 Aug 2019
Position-Aware Self-Attention based Neural Sequence Labeling
Position-Aware Self-Attention based Neural Sequence Labeling
Wei Wei
Zanbo Wang
Xian-Ling Mao
Guangyou Zhou
Pan Zhou
Sheng Jiang
26
25
0
24 Aug 2019
A Little Annotation does a Lot of Good: A Study in Bootstrapping
  Low-resource Named Entity Recognizers
A Little Annotation does a Lot of Good: A Study in Bootstrapping Low-resource Named Entity Recognizers
Aditi Chaudhary
Jiateng Xie
Zaid A. W. Sheikh
Graham Neubig
J. Carbonell
8
28
0
23 Aug 2019
Deep Learning Based Chatbot Models
Deep Learning Based Chatbot Models
Richard Csaky
29
46
0
23 Aug 2019
Hierarchically-Refined Label Attention Network for Sequence Labeling
Hierarchically-Refined Label Attention Network for Sequence Labeling
Leyang Cui
Yue Zhang
BDL
28
87
0
23 Aug 2019
Jointly Modeling Hierarchical and Horizontal Features for Relational
  Triple Extraction
Jointly Modeling Hierarchical and Horizontal Features for Relational Triple Extraction
Zhepei Wei
Yantao Jia
Yuan Tian
Mohammad Javad Hosseini
Sujian Li
Mark Steedman
Yi-Ju Chang
17
0
0
23 Aug 2019
Discriminative Topic Mining via Category-Name Guided Text Embedding
Discriminative Topic Mining via Category-Name Guided Text Embedding
Yu Meng
Jiaxin Huang
Guangyuan Wang
Zihan Wang
Chao Zhang
Yu Zhang
Jiawei Han
47
73
0
20 Aug 2019
Tale of tails using rule augmented sequence labeling for event
  extraction
Tale of tails using rule augmented sequence labeling for event extraction
Ayush Maheshwari
Hrishikesh Patel
N. Rathod
Ritesh Kumar
Ganesh Ramakrishnan
P. Bhattacharyya
22
5
0
19 Aug 2019
Neural Architectures for Nested NER through Linearization
Neural Architectures for Nested NER through Linearization
Jana Straková
Milan Straka
Jan Hajic
16
246
0
19 Aug 2019
Scene Classification in Indoor Environments for Robots using Context
  Based Word Embeddings
Scene Classification in Indoor Environments for Robots using Context Based Word Embeddings
Bin Chen
Raghavender Sahdev
Dekun Wu
Xing Zhao
Manos Papagelis
John K. Tsotsos
14
20
0
18 Aug 2019
Simplify the Usage of Lexicon in Chinese NER
Simplify the Usage of Lexicon in Chinese NER
Ruotian Ma
Minlong Peng
Qi Zhang
Xuanjing Huang
6
260
0
16 Aug 2019
CommentsRadar: Dive into Unique Data on All Comments on the Web
CommentsRadar: Dive into Unique Data on All Comments on the Web
Sergey I. Nikolenko
E. Tutubalina
Z. Miftahutdinov
E. Beloded
12
0
0
16 Aug 2019
Named Entity Recognition for Nepali Language
Named Entity Recognition for Nepali Language
Oyesh Mann Singh
Ankur Padia
A. Joshi
24
16
0
16 Aug 2019
Raw-to-End Name Entity Recognition in Social Media
Raw-to-End Name Entity Recognition in Social Media
Liyuan Liu
Zihan Wang
Jingbo Shang
Dandong Yin
Heng Ji
Xiang Ren
Shaowen Wang
Jiawei Han
8
3
0
14 Aug 2019
FlexNER: A Flexible LSTM-CNN Stack Framework for Named Entity
  Recognition
FlexNER: A Flexible LSTM-CNN Stack Framework for Named Entity Recognition
Hongyin Zhu
Wenpeng Hu
Yi Zeng
17
5
0
14 Aug 2019
Aspect and Opinion Terms Extraction Using Double Embeddings and
  Attention Mechanism for Indonesian Hotel Reviews
Aspect and Opinion Terms Extraction Using Double Embeddings and Attention Mechanism for Indonesian Hotel Reviews
J. Fernando
M. L. Khodra
Ali Akbar Septiandri
6
17
0
14 Aug 2019
Understanding Spatial Language in Radiology: Representation Framework,
  Annotation, and Spatial Relation Extraction from Chest X-ray Reports using
  Deep Learning
Understanding Spatial Language in Radiology: Representation Framework, Annotation, and Spatial Relation Extraction from Chest X-ray Reports using Deep Learning
Surabhi Datta
Yuqi Si
Laritza M. Rodriguez
S. E. Shooshan
Dina Demner-Fushman
Kirk Roberts
MedIm
21
28
0
13 Aug 2019
A Finnish News Corpus for Named Entity Recognition
A Finnish News Corpus for Named Entity Recognition
T. Ruokolainen
Pekka Kauppinen
Miikka Silfverberg
Krister Lindén
8
66
0
12 Aug 2019
Processamento de linguagem natural em Português e aprendizagem
  profunda para o domínio de Óleo e Gás
Processamento de linguagem natural em Português e aprendizagem profunda para o domínio de Óleo e Gás
D. Gomes
A. Evsukoff
AI4CE
22
2
0
05 Aug 2019
DELTA: A DEep learning based Language Technology plAtform
DELTA: A DEep learning based Language Technology plAtform
Kun Han
Junwen Chen
Hui Zhang
Haiyang Xu
Yiping Peng
...
Cheng Gong
Yunbo Wang
Wei Zou
Hui Song
Xiangang Li
VLM
8
9
0
02 Aug 2019
Neural Mention Detection
Neural Mention Detection
Juntao Yu
Bernd Bohnet
Massimo Poesio
40
17
0
29 Jul 2019
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