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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
Coarse-to-Fine Pre-training for Named Entity Recognition
Coarse-to-Fine Pre-training for Named Entity RecognitionConference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Mengge Xue
Yu Bowen
Zhenyu Zhang
Tingwen Liu
Yue Zhang
Bin Wang
224
54
0
16 Oct 2020
Cross-Supervised Joint-Event-Extraction with Heterogeneous Information
  Networks
Cross-Supervised Joint-Event-Extraction with Heterogeneous Information Networks
Yue Wang
Zhuo Xu
Lu Bai
Yao Wan
Lixin Cui
Qian Zhao
Edwin R. Hancock
Philip S. Yu
126
1
0
13 Oct 2020
Structural Knowledge Distillation: Tractably Distilling Information for
  Structured Predictor
Structural Knowledge Distillation: Tractably Distilling Information for Structured PredictorAnnual Meeting of the Association for Computational Linguistics (ACL), 2020
Xinyu Wang
Yong Jiang
Zhaohui Yan
Zixia Jia
Nguyen Bach
Tao Wang
Zhongqiang Huang
Fei Huang
Kewei Tu
296
11
0
10 Oct 2020
Automated Concatenation of Embeddings for Structured Prediction
Automated Concatenation of Embeddings for Structured PredictionAnnual Meeting of the Association for Computational Linguistics (ACL), 2020
Xinyu Wang
Yong Jiang
Nguyen Bach
Tao Wang
Zhongqiang Huang
Fei Huang
Kewei Tu
314
189
0
10 Oct 2020
iobes: A Library for Span-Level Processing
iobes: A Library for Span-Level Processing
Brian Lester
109
8
0
09 Oct 2020
Constrained Decoding for Computationally Efficient Named Entity
  Recognition Taggers
Constrained Decoding for Computationally Efficient Named Entity Recognition TaggersFindings (Findings), 2020
Brian Lester
Daniel Pressel
Amy Hemmeter
Sagnik Ray Choudhury
S. Bangalore
SLR
133
8
0
09 Oct 2020
Transformer-GCRF: Recovering Chinese Dropped Pronouns with General
  Conditional Random Fields
Transformer-GCRF: Recovering Chinese Dropped Pronouns with General Conditional Random Fields
Jingxuan Yang
Kerui Xu
Jun Xu
Si Li
Sheng Gao
Jun Guo
Ji-Rong Wen
Nianwen Xue
145
6
0
07 Oct 2020
Transfer Learning and Distant Supervision for Multilingual Transformer
  Models: A Study on African Languages
Transfer Learning and Distant Supervision for Multilingual Transformer Models: A Study on African Languages
Michael A. Hedderich
David Ifeoluwa Adelani
D. Zhu
Jesujoba Oluwadara Alabi
Udia Markus
Dietrich Klakow
208
79
0
07 Oct 2020
An Exploration of Arbitrary-Order Sequence Labeling via Energy-Based
  Inference Networks
An Exploration of Arbitrary-Order Sequence Labeling via Energy-Based Inference Networks
Lifu Tu
Tianyu Liu
Kevin Gimpel
118
1
0
06 Oct 2020
Local Additivity Based Data Augmentation for Semi-supervised NER
Local Additivity Based Data Augmentation for Semi-supervised NERConference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Jiaao Chen
Zhenghui Wang
Ran Tian
Zichao Yang
Diyi Yang
240
64
0
04 Oct 2020
Adversarial Attack and Defense of Structured Prediction Models
Adversarial Attack and Defense of Structured Prediction ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Wenjuan Han
Liwen Zhang
Yong Jiang
Kewei Tu
AAML
296
43
0
04 Oct 2020
Multiple Word Embeddings for Increased Diversity of Representation
Multiple Word Embeddings for Increased Diversity of Representation
Brian Lester
Daniel Pressel
Amy Hemmeter
Sagnik Ray Choudhury
S. Bangalore
188
9
0
30 Sep 2020
Apollo: An Adaptive Parameter-wise Diagonal Quasi-Newton Method for
  Nonconvex Stochastic Optimization
Apollo: An Adaptive Parameter-wise Diagonal Quasi-Newton Method for Nonconvex Stochastic Optimization
Xuezhe Ma
ODL
473
34
0
28 Sep 2020
DWIE: an entity-centric dataset for multi-task document-level
  information extraction
DWIE: an entity-centric dataset for multi-task document-level information extractionInformation Processing & Management (IPM), 2020
Klim Zaporojets
Johannes Deleu
Chris Develder
Thomas Demeester
227
77
0
26 Sep 2020
Machine Knowledge: Creation and Curation of Comprehensive Knowledge
  Bases
Machine Knowledge: Creation and Curation of Comprehensive Knowledge Bases
Gerhard Weikum
Luna Dong
Simon Razniewski
Fabian M. Suchanek
371
145
0
24 Sep 2020
Multitask Pointer Network for Multi-Representational Parsing
Multitask Pointer Network for Multi-Representational ParsingKnowledge-Based Systems (KBS), 2020
Daniel Fernández-González
Carlos Gómez-Rodríguez
243
26
0
21 Sep 2020
Vector Projection Network for Few-shot Slot Tagging in Natural Language
  Understanding
Vector Projection Network for Few-shot Slot Tagging in Natural Language Understanding
Su Zhu
Ruisheng Cao
Lu Chen
Kai Yu
VLM
184
9
0
21 Sep 2020
More Embeddings, Better Sequence Labelers?
More Embeddings, Better Sequence Labelers?Findings (Findings), 2020
Xinyu Wang
Yong Jiang
Nguyen Bach
Tao Wang
Zhongqiang Huang
Fei Huang
Kewei Tu
187
10
0
17 Sep 2020
AIN: Fast and Accurate Sequence Labeling with Approximate Inference
  Network
AIN: Fast and Accurate Sequence Labeling with Approximate Inference NetworkConference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Xinyu Wang
Yong Jiang
Nguyen Bach
Tao Wang
Zhongqiang Huang
Fei Huang
Kewei Tu
BDL
134
3
0
17 Sep 2020
Deep Learning Approaches for Extracting Adverse Events and Indications
  of Dietary Supplements from Clinical Text
Deep Learning Approaches for Extracting Adverse Events and Indications of Dietary Supplements from Clinical Text
Yadan Fan
Sicheng Zhou
Yifan Li
Rui Zhang
69
23
0
16 Sep 2020
Cascaded Models for Better Fine-Grained Named Entity Recognition
Cascaded Models for Better Fine-Grained Named Entity Recognition
Parul Awasthy
Taesun Moon
Jian Ni
Radu Florian
134
3
0
15 Sep 2020
Improving Joint Layer RNN based Keyphrase Extraction by Using
  Syntactical Features
Improving Joint Layer RNN based Keyphrase Extraction by Using Syntactical Features
Miftahul Mahfuzh
Sidik Soleman
Ayu Purwarianti
108
9
0
15 Sep 2020
Development of a Dataset and a Deep Learning Baseline Named Entity
  Recognizer for Three Low Resource Languages: Bhojpuri, Maithili and Magahi
Development of a Dataset and a Deep Learning Baseline Named Entity Recognizer for Three Low Resource Languages: Bhojpuri, Maithili and MagahiACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), 2020
Rajesh Kumar Mundotiya
Shantanu Kumar
Ajeet Kumar
Umesh Chandra Chaudhary
Supriya Chauhan
S. Mishra
Praveen Gatla
Anil Kumar Singh
122
12
0
14 Sep 2020
Combining Word and Character Vector Representation on Neural Machine
  Translation
Combining Word and Character Vector Representation on Neural Machine TranslationInternational Conference on Intelligent Computing (ICIC), 2019
K. M. Shahih
Ayu Purwarianti
119
3
0
13 Sep 2020
Abstractive Information Extraction from Scanned Invoices (AIESI) using
  End-to-end Sequential Approach
Abstractive Information Extraction from Scanned Invoices (AIESI) using End-to-end Sequential Approach
Shreeshiv Patel
Dvijesh N Bhatt
113
12
0
12 Sep 2020
UPB at SemEval-2020 Task 6: Pretrained Language Models for Definition
  Extraction
UPB at SemEval-2020 Task 6: Pretrained Language Models for Definition ExtractionInternational Workshop on Semantic Evaluation (SemEval), 2020
Andrei-Marius Avram
Dumitru-Clementin Cercel
Costin-Gabriel Chiru
186
7
0
11 Sep 2020
Disentangling Neural Architectures and Weights: A Case Study in
  Supervised Classification
Disentangling Neural Architectures and Weights: A Case Study in Supervised Classification
Nicolo Colombo
Yang Gao
182
2
0
11 Sep 2020
On SkipGram Word Embedding Models with Negative Sampling: Unified Framework and Impact of Noise Distributions
On SkipGram Word Embedding Models with Negative Sampling: Unified Framework and Impact of Noise Distributions
Ziqiao Wang
Yongyi Mao
Ziqiao Wang
SyDa
110
1
0
02 Sep 2020
GREEK-BERT: The Greeks visiting Sesame Street
GREEK-BERT: The Greeks visiting Sesame StreetHellenic Conference on Artificial Intelligence (HAI), 2020
John Koutsikakis
Ilias Chalkidis
Prodromos Malakasiotis
Ion Androutsopoulos
191
106
0
27 Aug 2020
YNU-HPCC at SemEval-2020 Task 11: LSTM Network for Detection of
  Propaganda Techniques in News Articles
YNU-HPCC at SemEval-2020 Task 11: LSTM Network for Detection of Propaganda Techniques in News Articles
Jiaxu Dao
Jin Wang
Xuejie Zhang
95
7
0
24 Aug 2020
Neural Modeling for Named Entities and Morphology (NEMO^2)
Neural Modeling for Named Entities and Morphology (NEMO^2)Transactions of the Association for Computational Linguistics (TACL), 2020
Dan Bareket
Reut Tsarfaty
156
37
0
30 Jul 2020
NoPropaganda at SemEval-2020 Task 11: A Borrowed Approach to Sequence
  Tagging and Text Classification
NoPropaganda at SemEval-2020 Task 11: A Borrowed Approach to Sequence Tagging and Text ClassificationInternational Workshop on Semantic Evaluation (SemEval), 2020
I. Dimov
V. Korzun
I. Smurov
84
5
0
25 Jul 2020
IITK-RSA at SemEval-2020 Task 5: Detecting Counterfactuals
IITK-RSA at SemEval-2020 Task 5: Detecting Counterfactuals
Anirudh Ojha
Rohin Garg
Shashank Gupta
Ashutosh Modi
104
6
0
21 Jul 2020
Neural Named Entity Recognition for Kazakh
Neural Named Entity Recognition for KazakhConference on Intelligent Text Processing and Computational Linguistics (CICLing), 2020
Gulmira Tolegen
Alymzhan Toleu
O. Mamyrbayev
Rustam Mussabayev
154
12
0
17 Jul 2020
So What's the Plan? Mining Strategic Planning Documents
So What's the Plan? Mining Strategic Planning Documents
Ekaterina Artemova
Tatiana Batura
Anna Golenkovskaya
V. Ivanin
V. Ivanov
V. Sarkisyan
I. Smurov
E. Tutubalina
92
4
0
01 Jul 2020
Improving Sequence Tagging for Vietnamese Text Using Transformer-based
  Neural Models
Improving Sequence Tagging for Vietnamese Text Using Transformer-based Neural Models
Viet The Bui
Oanh T. K. Tran
Hong Phuong Le
303
44
0
29 Jun 2020
BOND: BERT-Assisted Open-Domain Named Entity Recognition with Distant
  Supervision
BOND: BERT-Assisted Open-Domain Named Entity Recognition with Distant Supervision
Chen Liang
Yue Yu
Haoming Jiang
Siawpeng Er
Ruijia Wang
T. Zhao
Chao Zhang
OffRL
182
255
0
28 Jun 2020
Approximate Cross-Validation for Structured Models
Approximate Cross-Validation for Structured ModelsNeural Information Processing Systems (NeurIPS), 2020
S. Ghosh
William T. Stephenson
Tin D. Nguyen
Sameer K. Deshpande
Tamara Broderick
208
18
0
23 Jun 2020
Chatbot: A Conversational Agent employed with Named Entity Recognition
  Model using Artificial Neural Network
Chatbot: A Conversational Agent employed with Named Entity Recognition Model using Artificial Neural Network
Nazakat Ali
171
16
0
19 Jun 2020
Building Low-Resource NER Models Using Non-Speaker Annotation
Building Low-Resource NER Models Using Non-Speaker Annotation
Tatiana Tsygankova
F. Marini
Stephen D. Mayhew
Dan Roth
190
6
0
17 Jun 2020
Few-shot Slot Tagging with Collapsed Dependency Transfer and
  Label-enhanced Task-adaptive Projection Network
Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection NetworkAnnual Meeting of the Association for Computational Linguistics (ACL), 2020
Yutai Hou
Wanxiang Che
Y. Lai
Zhihan Zhou
Yijia Liu
Han Liu
Ting Liu
128
201
0
10 Jun 2020
Data Augmentation for Training Dialog Models Robust to Speech
  Recognition Errors
Data Augmentation for Training Dialog Models Robust to Speech Recognition Errors
Longshaokan Wang
Maryam Fazel-Zarandi
Aditya Tiwari
Spyros Matsoukas
L. Polymenakos
157
33
0
10 Jun 2020
Semantic Loss Application to Entity Relation Recognition
Venkata Sasank Pagolu
88
0
0
07 Jun 2020
DeepVar: An End-to-End Deep Learning Approach for Genomic Variant
  Recognition in Biomedical Literature
DeepVar: An End-to-End Deep Learning Approach for Genomic Variant Recognition in Biomedical Literature
Chaoran Cheng
Fei Tan
Zhi Wei
190
9
0
05 Jun 2020
Embeddings of Label Components for Sequence Labeling: A Case Study of
  Fine-grained Named Entity Recognition
Embeddings of Label Components for Sequence Labeling: A Case Study of Fine-grained Named Entity RecognitionAnnual Meeting of the Association for Computational Linguistics (ACL), 2020
Takuma Kato
Kaori Abe
Hiroki Ouchi
Shumpei Miyawaki
Jun Suzuki
Kentaro Inui
105
15
0
02 Jun 2020
Benchmarking BioRelEx for Entity Tagging and Relation Extraction
Benchmarking BioRelEx for Entity Tagging and Relation Extraction
Abhinav Bhatt
Kaustubh D. Dhole
154
3
0
31 May 2020
A Multi-modal Approach to Fine-grained Opinion Mining on Video Reviews
A Multi-modal Approach to Fine-grained Opinion Mining on Video Reviews
Edison Marrese-Taylor
Cristian Rodriguez-Opazo
Jorge A. Balazs
Stephen Gould
Y. Matsuo
159
3
0
27 May 2020
Transition-based Semantic Dependency Parsing with Pointer Networks
Transition-based Semantic Dependency Parsing with Pointer NetworksAnnual Meeting of the Association for Computational Linguistics (ACL), 2020
Daniel Fernández-González
Carlos Gómez-Rodríguez
GNN
225
39
0
27 May 2020
A Structural Model for Contextual Code Changes
A Structural Model for Contextual Code Changes
Shaked Brody
Uri Alon
Eran Yahav
KELM
265
7
0
27 May 2020
TRIE: End-to-End Text Reading and Information Extraction for Document
  Understanding
TRIE: End-to-End Text Reading and Information Extraction for Document UnderstandingACM Multimedia (ACM MM), 2020
Peng Zhang
Yunlu Xu
Zhanzhan Cheng
Shiliang Pu
Jing Lu
Liang Qiao
Yi Niu
Leilei Gan
SyDa
270
110
0
27 May 2020
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