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Robust Lexical Features for Improved Neural Network Named-Entity
  Recognition

Robust Lexical Features for Improved Neural Network Named-Entity Recognition

9 June 2018
Abbas Ghaddar
Philippe Langlais
    OffRL
ArXiv (abs)PDFHTML

Papers citing "Robust Lexical Features for Improved Neural Network Named-Entity Recognition"

34 / 34 papers shown
Cross-Lingual News Event Correlation for Stock Market Trend Prediction
Cross-Lingual News Event Correlation for Stock Market Trend Prediction
Sahar Arshad
Nikhar Azhar
Sana Sajid
Seemab Latif
R. Latif
AIFin
201
2
0
16 Sep 2024
Enhanced E-Commerce Attribute Extraction: Innovating with Decorative
  Relation Correction and LLAMA 2.0-Based Annotation
Enhanced E-Commerce Attribute Extraction: Innovating with Decorative Relation Correction and LLAMA 2.0-Based Annotation
Jianghong Zhou
Weizhi Du
Md Omar Faruk Rokon
Zhaodong Wang
Jiaxuan Xu
Isha Shah
Kuang-chih Lee
Musen Wen
137
1
0
09 Dec 2023
Recurrent Attention Networks for Long-text Modeling
Recurrent Attention Networks for Long-text ModelingAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Xianming Li
Zongxi Li
Xiaotian Luo
Haoran Xie
Xing Lee
Yingbin Zhao
Fu Lee Wang
Qing Li
RALM
283
23
0
12 Jun 2023
A Global Context Mechanism for Sequence Labeling
A Global Context Mechanism for Sequence Labeling
Conglei Xu
Kun Shen
Hongguang Sun
Yang Xu
464
6
0
31 May 2023
Korean Named Entity Recognition Based on Language-Specific Features
Korean Named Entity Recognition Based on Language-Specific FeaturesNatural Language Engineering (NLE), 2023
Yige Chen
Kyungtae Lim
Jungyeul Park
236
6
0
10 May 2023
Unleashing the True Potential of Sequence-to-Sequence Models for
  Sequence Tagging and Structure Parsing
Unleashing the True Potential of Sequence-to-Sequence Models for Sequence Tagging and Structure ParsingTransactions of the Association for Computational Linguistics (TACL), 2023
Han He
Jinho Choi
251
6
0
05 Feb 2023
Global Pointer: Novel Efficient Span-based Approach for Named Entity
  Recognition
Global Pointer: Novel Efficient Span-based Approach for Named Entity Recognition
Jianlin Su
Ahmed Murtadha
Shengfeng Pan
Jing Hou
Jun Sun
Wanwei Huang
Bo Wen
Yunfeng Liu
267
93
0
05 Aug 2022
What do we Really Know about State of the Art NER?
What do we Really Know about State of the Art NER?International Conference on Language Resources and Evaluation (LREC), 2022
Sowmya Vajjala
Ramya Balasubramaniam
292
21
0
29 Apr 2022
SpanNER: Named Entity Re-/Recognition as Span Prediction
SpanNER: Named Entity Re-/Recognition as Span PredictionAnnual Meeting of the Association for Computational Linguistics (ACL), 2021
Jinlan Fu
Xuanjing Huang
Pengfei Liu
248
122
0
01 Jun 2021
Doc2Dict: Information Extraction as Text Generation
Doc2Dict: Information Extraction as Text Generation
Benjamin Townsend
Eamon Ito-Fisher
Lily Zhang
Madison May
267
11
0
16 May 2021
Better Feature Integration for Named Entity Recognition
Better Feature Integration for Named Entity RecognitionNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021
Lu Xu
Zhanming Jie
Wei Lu
Lidong Bing
224
46
0
12 Apr 2021
Larger-Context Tagging: When and Why Does It Work?
Larger-Context Tagging: When and Why Does It Work?North American Chapter of the Association for Computational Linguistics (NAACL), 2021
Jinlan Fu
Liangjing Feng
Tao Gui
Xuanjing Huang
Pengfei Liu
191
5
0
09 Apr 2021
From Bag of Sentences to Document: Distantly Supervised Relation
  Extraction via Machine Reading Comprehension
From Bag of Sentences to Document: Distantly Supervised Relation Extraction via Machine Reading Comprehension
Lingyong Yan
Xianpei Han
Le Sun
Liu Fangchao
Ning Bian
217
2
0
08 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
372
25
0
29 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
250
39
0
13 Nov 2020
Biomedical Named Entity Recognition at Scale
Biomedical Named Entity Recognition at Scale
Veysel Kocaman
D. Talby
273
82
0
12 Nov 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
211
9
0
29 Oct 2020
Sentence, Phrase, and Triple Annotations to Build a Knowledge Graph of
  Natural Language Processing Contributions -- A Trial Dataset
Sentence, Phrase, and Triple Annotations to Build a Knowledge Graph of Natural Language Processing Contributions -- A Trial DatasetJournal of Data and Information Science (JDIS), 2020
Jennifer D'Souza
Sören Auer
379
8
0
09 Oct 2020
ASTRAL: Adversarial Trained LSTM-CNN for Named Entity Recognition
ASTRAL: Adversarial Trained LSTM-CNN for Named Entity RecognitionKnowledge-Based Systems (KBS), 2020
Jiuniu Wang
Wenjia Xu
Xingyu Fu
Guangluan Xu
Yirong Wu
185
63
0
02 Sep 2020
Towards Lingua Franca Named Entity Recognition with BERT
Towards Lingua Franca Named Entity Recognition with BERT
Taesun Moon
Parul Awasthy
Jian Ni
Radu Florian
293
30
0
19 Nov 2019
TENER: Adapting Transformer Encoder for Named Entity Recognition
TENER: Adapting Transformer Encoder for Named Entity Recognition
Hang Yan
Bocao Deng
Xiaonan Li
Xipeng Qiu
333
300
0
10 Nov 2019
Hierarchical Contextualized Representation for Named Entity Recognition
Hierarchical Contextualized Representation for Named Entity RecognitionAAAI Conference on Artificial Intelligence (AAAI), 2019
Ying Luo
Fengshun Xiao
Zhao Hai
351
138
0
06 Nov 2019
Dependency-Guided LSTM-CRF for Named Entity Recognition
Dependency-Guided LSTM-CRF for Named Entity RecognitionConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Zhanming Jie
Wei Lu
223
107
0
23 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
210
7
0
13 Sep 2019
Open Named Entity Modeling from Embedding Distribution
Open Named Entity Modeling from Embedding DistributionIEEE Transactions on Knowledge and Data Engineering (TKDE), 2019
Ying Luo
Hai Zhao
Tao Wang
Bingjie Tang
348
3
0
31 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
314
6
0
29 Aug 2019
Position-Aware Self-Attention based Neural Sequence Labeling
Position-Aware Self-Attention based Neural Sequence LabelingPattern Recognition (Pattern Recognit.), 2019
Wei Wei
Zanbo Wang
Xian-Ling Mao
Guangyou Zhou
Pan Zhou
Sheng Jiang
340
27
0
24 Aug 2019
Hierarchically-Refined Label Attention Network for Sequence Labeling
Hierarchically-Refined Label Attention Network for Sequence LabelingConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Leyang Cui
Yue Zhang
BDL
315
98
0
23 Aug 2019
Merge and Label: A novel neural network architecture for nested NER
Merge and Label: A novel neural network architecture for nested NERAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Joseph Fisher
Andreas Vlachos
254
77
0
30 Jun 2019
Scrubbing Sensitive PHI Data from Medical Records made Easy by SpaCy --
  A Scalable Model Implementation Comparisons
Scrubbing Sensitive PHI Data from Medical Records made Easy by SpaCy -- A Scalable Model Implementation Comparisons
Rashmi Jain
Dinah Samuel Anand
V. Janakiraman
107
1
0
17 Jun 2019
Attention-based Conditioning Methods for External Knowledge Integration
Attention-based Conditioning Methods for External Knowledge IntegrationAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Katerina Margatina
Christos Baziotis
Alexandros Potamianos
207
30
0
09 Jun 2019
A Survey on Deep Learning for Named Entity Recognition
A Survey on Deep Learning for Named Entity Recognition
Junlin Li
Aixin Sun
Jianglei Han
Chenliang Li
3DV
518
1,418
0
22 Dec 2018
TechKG: A Large-Scale Chinese Technology-Oriented Knowledge Graph
TechKG: A Large-Scale Chinese Technology-Oriented Knowledge Graph
Feiliang Ren
Yining Hou
Yan Li
Lingfeng Pan
Yi Zhang
...
Yongkang Liu
Yu Guo
Rongsheng Zhao
Ruicheng Ming
Huiming Wu
154
3
0
17 Dec 2018
Practical Obstacles to Deploying Active Learning
Practical Obstacles to Deploying Active Learning
David Lowell
Zachary Chase Lipton
Byron C. Wallace
366
126
0
12 Jul 2018
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