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End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF
v1v2v3v4v5 (latest)

End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF

4 March 2016
Xuezhe Ma
Eduard H. Hovy
ArXiv (abs)PDFHTML

Papers citing "End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF"

50 / 789 papers shown
Back to Prior Knowledge: Joint Event Causality Extraction via
  Convolutional Semantic Infusion
Back to Prior Knowledge: Joint Event Causality Extraction via Convolutional Semantic InfusionPacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2021
Zijian Wang
Hao Wang
Xiangfeng Luo
Jianqi Gao
102
4
0
19 Feb 2021
ADePT: Auto-encoder based Differentially Private Text Transformation
ADePT: Auto-encoder based Differentially Private Text TransformationConference of the European Chapter of the Association for Computational Linguistics (EACL), 2021
Satyapriya Krishna
Rahul Gupta
Christophe Dupuy
MIACVSILM
161
40
0
29 Jan 2021
Randomized Deep Structured Prediction for Discourse-Level Processing
Randomized Deep Structured Prediction for Discourse-Level ProcessingConference of the European Chapter of the Association for Computational Linguistics (EACL), 2021
Manuel Widmoser
Maria Leonor Pacheco
Jean Honorio
Dan Goldwasser
BDL
129
8
0
25 Jan 2021
Recent Trends in Named Entity Recognition (NER)
Recent Trends in Named Entity Recognition (NER)
Aryan Roy
217
43
0
25 Jan 2021
Towards Robust Visual Information Extraction in Real World: New Dataset
  and Novel Solution
Towards Robust Visual Information Extraction in Real World: New Dataset and Novel SolutionAAAI Conference on Artificial Intelligence (AAAI), 2021
Jiapeng Wang
Chongyu Liu
Lianwen Jin
Guozhi Tang
Jiaxin Zhang
Shuaitao Zhang
Qianying Wang
Y. Wu
Mingxiang Cai
159
95
0
24 Jan 2021
Arabic aspect based sentiment analysis using bidirectional GRU based
  models
Arabic aspect based sentiment analysis using bidirectional GRU based modelsJournal of King Saud University: Computer and Information Sciences (JSUCIS), 2021
Mohammed Mustafa
T. H. Soliman
A. Taloba
Mohammed Fawzi Seedik
182
97
0
23 Jan 2021
Validating Label Consistency in NER Data Annotation
Validating Label Consistency in NER Data Annotation
Qingkai Zeng
Mengxia Yu
Wenhao Yu
Tianwen Jiang
Meng Jiang
173
12
0
21 Jan 2021
Active Learning for Sequence Tagging with Deep Pre-trained Models and
  Bayesian Uncertainty Estimates
Active Learning for Sequence Tagging with Deep Pre-trained Models and Bayesian Uncertainty EstimatesConference of the European Chapter of the Association for Computational Linguistics (EACL), 2021
Artem Shelmanov
Dmitri Puzyrev
L. Kupriyanova
D. Belyakov
Daniil Larionov
Nikita Khromov
Olga Kozlova
Ekaterina Artemova
Dmitry V. Dylov
Sergey Petrakov
BDLUQLMUQCV
270
58
0
20 Jan 2021
Self-Training Pre-Trained Language Models for Zero- and Few-Shot
  Multi-Dialectal Arabic Sequence Labeling
Self-Training Pre-Trained Language Models for Zero- and Few-Shot Multi-Dialectal Arabic Sequence LabelingConference of the European Chapter of the Association for Computational Linguistics (EACL), 2021
Muhammad Khalifa
Muhammad Abdul-Mageed
Khaled Shaalan
228
19
0
12 Jan 2021
Neural Contract Element Extraction Revisited: Letters from Sesame Street
Neural Contract Element Extraction Revisited: Letters from Sesame Street
Ilias Chalkidis
Manos Fergadiotis
Prodromos Malakasiotis
Ion Androutsopoulos
155
18
0
12 Jan 2021
DBTagger: Multi-Task Learning for Keyword Mapping in NLIDBs Using
  Bi-Directional Recurrent Neural Networks
DBTagger: Multi-Task Learning for Keyword Mapping in NLIDBs Using Bi-Directional Recurrent Neural NetworksProceedings of the VLDB Endowment (PVLDB), 2021
Arif Usta
Akifhan Karakayali
Özgür Ulusoy
167
10
0
11 Jan 2021
A Robust and Domain-Adaptive Approach for Low-Resource Named Entity
  Recognition
A Robust and Domain-Adaptive Approach for Low-Resource Named Entity Recognition
Houjin Yu
Xian-Ling Mao
Zewen Chi
Wei Wei
Heyan Huang
318
12
0
02 Jan 2021
Intent Classification and Slot Filling for Privacy Policies
Intent Classification and Slot Filling for Privacy PoliciesAnnual Meeting of the Association for Computational Linguistics (ACL), 2021
Wasi Uddin Ahmad
Jianfeng Chi
Tu Le
Thomas B. Norton
Yuan Tian
Kai-Wei Chang
259
28
0
01 Jan 2021
Few-Shot Named Entity Recognition: A Comprehensive Study
Few-Shot Named Entity Recognition: A Comprehensive Study
Jiaxin Huang
Chunyuan Li
K. Subudhi
Damien Jose
S. Balakrishnan
Weizhu Chen
Baolin Peng
Jianfeng Gao
Jiawei Han
244
82
0
29 Dec 2020
Semi-Supervised Disentangled Framework for Transferable Named Entity
  Recognition
Semi-Supervised Disentangled Framework for Transferable Named Entity RecognitionNeural Networks (NN), 2020
Zijian Li
Di Lv
Zijian Li
Ruichu Cai
Wen Wen
Boyan Xu
132
12
0
22 Dec 2020
A hybrid deep-learning approach for complex biochemical named entity
  recognition
A hybrid deep-learning approach for complex biochemical named entity recognitionKnowledge-Based Systems (KBS), 2020
Jian Liu
Lei Gao
Sujie Guo
Rui Ding
Xin Huang
Long Ye
Qinghua Meng
A. Nazari
D. Thiruvady
110
48
0
20 Dec 2020
Uncertainty-Aware Label Refinement for Sequence Labeling
Uncertainty-Aware Label Refinement for Sequence LabelingConference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Tao Gui
Jiacheng Ye
Tao Gui
Zhengyan Li
Zichu Fei
Yeyun Gong
Xuanjing Huang
BDL
169
27
0
19 Dec 2020
Named Entity Recognition in the Legal Domain using a Pointer Generator
  Network
Named Entity Recognition in the Legal Domain using a Pointer Generator Network
Stavroula Skylaki
Ali Oskooei
Omar Bari
N. Herger
Zac Kriegman
AILaw
179
13
0
17 Dec 2020
Costs to Consider in Adopting NLP for Your Business
Costs to Consider in Adopting NLP for Your Business
Made Nindyatama Nityasya
Haryo Akbarianto Wibowo
Radityo Eko Prasojo
Alham Fikri Aji
VLM
219
3
0
16 Dec 2020
LiteMuL: A Lightweight On-Device Sequence Tagger using Multi-task
  Learning
LiteMuL: A Lightweight On-Device Sequence Tagger using Multi-task LearningInternational Computer Science Conference (ICSC), 2020
S. Kumari
Vibhav Agarwal
B. Challa
Kranti Chalamalasetti
Sourav Ghosh
Harshavardhana
Barath Raj Kandur Raja
147
1
0
15 Dec 2020
EmpLite: A Lightweight Sequence Labeling Model for Emphasis Selection of
  Short Texts
EmpLite: A Lightweight Sequence Labeling Model for Emphasis Selection of Short TextsICON (ICON), 2020
Vibhav Agarwal
Sourav Ghosh
Kranti Chalamalasetti
B. Challa
S. Kumari
Harshavardhana
Barath Raj Kandur Raja
81
4
0
15 Dec 2020
An End-to-End Solution for Named Entity Recognition in eCommerce Search
An End-to-End Solution for Named Entity Recognition in eCommerce SearchAAAI Conference on Artificial Intelligence (AAAI), 2020
Xiang Cheng
Mitchell Bowden
Bhushan Ramesh Bhange
Priyanka Goyal
T. Packer
F. Javed
167
20
0
11 Dec 2020
Empirical Analysis of Unlabeled Entity Problem in Named Entity
  Recognition
Empirical Analysis of Unlabeled Entity Problem in Named Entity RecognitionInternational Conference on Learning Representations (ICLR), 2020
Yangming Li
Lemao Liu
Shuming Shi
419
70
0
10 Dec 2020
Segmenting Natural Language Sentences via Lexical Unit Analysis
Segmenting Natural Language Sentences via Lexical Unit AnalysisConference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Yangming Li
Lemao Liu
Shuming Shi
342
5
0
10 Dec 2020
CrossNER: Evaluating Cross-Domain Named Entity Recognition
CrossNER: Evaluating Cross-Domain Named Entity Recognition
Zihan Liu
Yan Xu
Tiezheng Yu
Wenliang Dai
Ziwei Ji
Samuel Cahyawijaya
Andrea Madotto
Pascale Fung
337
184
0
08 Dec 2020
On-Device Tag Generation for Unstructured Text
On-Device Tag Generation for Unstructured TextInternational Computer Science Conference (ICSC), 2020
Manish Chugani
Shubham Vatsal
Gopi Ramena
Sukumar Moharana
Naresh Purre
112
1
0
05 Dec 2020
On-Device Sentence Similarity for SMS Dataset
On-Device Sentence Similarity for SMS DatasetInternational Computer Science Conference (ICSC), 2020
Arun D Prabhu
Nikhil Arora
Shubham Vatsal
Gopi Ramena
Sukumar Moharana
Naresh Purre
71
1
0
04 Dec 2020
A Boundary Regression Model for Nested Named Entity Recognition
A Boundary Regression Model for Nested Named Entity RecognitionCognitive Computation (Cogn Comput), 2020
Yanping Chen
Lefei Wu
Q. Zheng
Ruizhang Huang
Jing Liu
Liyuan Deng
Junhui Yu
Yongbin Qing
B. Dong
Ping Chen
280
22
0
29 Nov 2020
Deep Active Learning for Sequence Labeling Based on Diversity and
  Uncertainty in Gradient
Deep Active Learning for Sequence Labeling Based on Diversity and Uncertainty in Gradient
Yekyung Kim
UQCVBDL
134
11
0
27 Nov 2020
Dialog Simulation with Realistic Variations for Training Goal-Oriented
  Conversational Systems
Dialog Simulation with Realistic Variations for Training Goal-Oriented Conversational Systems
Chien-Wei Lin
Vincent Auvray
D. Elkind
Arijit Biswas
Maryam Fazel-Zarandi
...
A. Metallinou
Tagyoung Chung
C. Zhu
Suranjit Adhikari
Dilek Z. Hakkani-Tür
152
5
0
16 Nov 2020
To Schedule or not to Schedule: Extracting Task Specific Temporal
  Entities and Associated Negation Constraints
To Schedule or not to Schedule: Extracting Task Specific Temporal Entities and Associated Negation ConstraintsConference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Barun Patra
C. Fufa
P. Bhattacharya
Charles Lee
150
5
0
15 Nov 2020
Interpretable Multi-dataset Evaluation for Named Entity Recognition
Interpretable Multi-dataset Evaluation for Named Entity RecognitionConference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Jinlan Fu
Pengfei Liu
Graham Neubig
292
46
0
13 Nov 2020
A Survey on Recent Advances in Sequence Labeling from Deep Learning
  Models
A Survey on Recent Advances in Sequence Labeling from Deep Learning Models
Zhiyong He
Zanbo Wang
Wei Wei
Shanshan Feng
Xian-Ling Mao
Sheng Jiang
VLM
189
35
0
13 Nov 2020
Biomedical Named Entity Recognition at Scale
Biomedical Named Entity Recognition at Scale
Veysel Kocaman
D. Talby
188
79
0
12 Nov 2020
An Investigation of Potential Function Designs for Neural CRF
An Investigation of Potential Function Designs for Neural CRF
Zechuan Hu
Yong Jiang
Nguyen Bach
Tao Wang
Zhongqiang Huang
Fei Huang
Kewei Tu
121
5
0
11 Nov 2020
Neural Latent Dependency Model for Sequence Labeling
Neural Latent Dependency Model for Sequence Labeling
Yang Zhou
Yong Jiang
Zechuan Hu
Kewei Tu
BDL
179
1
0
10 Nov 2020
Low-Resource Adaptation of Neural NLP Models
Low-Resource Adaptation of Neural NLP Models
Farhad Nooralahzadeh
162
0
0
09 Nov 2020
Distant Supervision for E-commerce Query Segmentation via Attention
  Network
Distant Supervision for E-commerce Query Segmentation via Attention Network
Zhiyu Li
Donghui Ding
Pengcheng Zou
Yu Gong
Xi Chen
Ji Zhang
Jianliang Gao
Youxi Wu
Yucong Duan
95
1
0
09 Nov 2020
Reducing Confusion in Active Learning for Part-Of-Speech Tagging
Reducing Confusion in Active Learning for Part-Of-Speech TaggingTransactions of the Association for Computational Linguistics (TACL), 2020
Aditi Chaudhary
Antonios Anastasopoulos
Zaid A. W. Sheikh
Graham Neubig
135
22
0
02 Nov 2020
AI Marker-based Large-scale AI Literature Mining
AI Marker-based Large-scale AI Literature Mining
Rujing Yao
Yingchun Ye
Ji Zhang
Shuxiao Li
Ou Wu
160
2
0
01 Nov 2020
RuREBus: a Case Study of Joint Named Entity Recognition and Relation
  Extraction from e-Government Domain
RuREBus: a Case Study of Joint Named Entity Recognition and Relation Extraction from e-Government DomainInternational Joint Conference on the Analysis of Images, Social Networks and Texts (AISNT), 2020
V. Ivanin
Ekaterina Artemova
Tatiana Batura
V. Ivanov
V. Sarkisyan
E. Tutubalina
I. Smurov
77
0
0
29 Oct 2020
May I Ask Who's Calling? Named Entity Recognition on Call Center
  Transcripts for Privacy Law Compliance
May I Ask Who's Calling? Named Entity Recognition on Call Center Transcripts for Privacy Law Compliance
Micaela Kaplan
149
8
0
29 Oct 2020
To BERT or Not to BERT: Comparing Task-specific and Task-agnostic
  Semi-Supervised Approaches for Sequence Tagging
To BERT or Not to BERT: Comparing Task-specific and Task-agnostic Semi-Supervised Approaches for Sequence TaggingConference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Kasturi Bhattacharjee
Miguel Ballesteros
Rishita Anubhai
Smaranda Muresan
Jie Ma
Faisal Ladhak
Yaser Al-Onaizan
SSL
173
20
0
27 Oct 2020
Method and Dataset Entity Mining in Scientific Literature: A CNN +
  Bi-LSTM Model with Self-attention
Method and Dataset Entity Mining in Scientific Literature: A CNN + Bi-LSTM Model with Self-attentionKnowledge-Based Systems (KBS), 2020
Linlin Hou
Ji Zhang
Ou Wu
Ting Yu
Zhen Wang
Zhao Li
Jianliang Gao
Yingchun Ye
Rujing Yao
220
40
0
26 Oct 2020
An empirical study of domain-agnostic semi-supervised learning via
  energy-based models: joint-training and pre-training
An empirical study of domain-agnostic semi-supervised learning via energy-based models: joint-training and pre-training
Yunfu Song
Huahuan Zheng
Zhijian Ou
112
0
0
25 Oct 2020
Disease Normalization with Graph Embeddings
Disease Normalization with Graph EmbeddingsIntelligent Systems with Applications (ISA), 2020
D. Pujary
C. Thorne
Wilker Aziz
MedImAI4CE
155
8
0
24 Oct 2020
FAME: Feature-Based Adversarial Meta-Embeddings for Robust Input
  Representations
FAME: Feature-Based Adversarial Meta-Embeddings for Robust Input RepresentationsConference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Lukas Lange
Heike Adel
Jannik Strötgen
Dietrich Klakow
241
7
0
23 Oct 2020
FreeDOM: A Transferable Neural Architecture for Structured Information
  Extraction on Web Documents
FreeDOM: A Transferable Neural Architecture for Structured Information Extraction on Web DocumentsKnowledge Discovery and Data Mining (KDD), 2020
Bill Yuchen Lin
Ying Sheng
N. Vo
Sandeep Tata
3DV
158
47
0
21 Oct 2020
Modeling Content and Context with Deep Relational Learning
Modeling Content and Context with Deep Relational LearningTransactions of the Association for Computational Linguistics (TACL), 2020
Maria Leonor Pacheco
Dan Goldwasser
NAI
250
35
0
20 Oct 2020
Global Attention for Name Tagging
Global Attention for Name TaggingConference on Computational Natural Language Learning (CoNLL), 2020
Boliang Zhang
Spencer Whitehead
Lifu Huang
Heng Ji
172
17
0
19 Oct 2020
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