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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
KazNERD: Kazakh Named Entity Recognition Dataset
KazNERD: Kazakh Named Entity Recognition DatasetInternational Conference on Language Resources and Evaluation (LREC), 2021
Rustem Yeshpanov
Yerbolat Khassanov
H. A. Varol
140
28
0
26 Nov 2021
Temporal Effects on Pre-trained Models for Language Processing Tasks
Temporal Effects on Pre-trained Models for Language Processing Tasks
Oshin Agarwal
A. Nenkova
VLM
228
62
0
24 Nov 2021
TEA: A Sequential Recommendation Framework via Temporally Evolving
  Aggregations
TEA: A Sequential Recommendation Framework via Temporally Evolving AggregationsIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021
Zijian Li
Ruichu Cai
Fengzhu Wu
Siliang Zhang
Hao Gu
Yuexing Hao
Yuguang Yan
129
6
0
14 Nov 2021
Enhanced Language Representation with Label Knowledge for Span
  Extraction
Enhanced Language Representation with Label Knowledge for Span ExtractionConference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Pan Yang
Xin Cong
Zhenyu Sun
Xingwu Liu
248
30
0
01 Nov 2021
ICDM 2020 Knowledge Graph Contest: Consumer Event-Cause Extraction
ICDM 2020 Knowledge Graph Contest: Consumer Event-Cause Extraction
Congqing He
Jie M. Zhang
Xiangyu Zhu
Huan Liu
Yukun Huang
3DV
88
0
0
28 Oct 2021
Part & Whole Extraction: Towards A Deep Understanding of Quantitative
  Facts for Percentages in Text
Part & Whole Extraction: Towards A Deep Understanding of Quantitative Facts for Percentages in Text
Lei Fang
Jian-Guang Lou
114
4
0
26 Oct 2021
Interpreting Deep Learning Models in Natural Language Processing: A
  Review
Interpreting Deep Learning Models in Natural Language Processing: A Review
Xiaofei Sun
Diyi Yang
Xiaoya Li
Tianwei Zhang
Yuxian Meng
Han Qiu
Guoyin Wang
Eduard H. Hovy
Jiwei Li
207
53
0
20 Oct 2021
Label-Descriptive Patterns and Their Application to Characterizing
  Classification Errors
Label-Descriptive Patterns and Their Application to Characterizing Classification Errors
Michael A. Hedderich
Jonas Fischer
Dietrich Klakow
Jilles Vreeken
101
14
0
18 Oct 2021
Good Examples Make A Faster Learner: Simple Demonstration-based Learning
  for Low-resource NER
Good Examples Make A Faster Learner: Simple Demonstration-based Learning for Low-resource NER
Dong-Ho Lee
Akshen Kadakia
Kangmin Tan
Mahak Agarwal
Xinyu Feng
Takashi Shibuya
Ryosuke Mitani
Toshiyuki Sekiya
Jay Pujara
Xiang Ren
333
94
0
16 Oct 2021
DirectQuote: A Dataset for Direct Quotation Extraction and Attribution
  in News Articles
DirectQuote: A Dataset for Direct Quotation Extraction and Attribution in News Articles
Yuan Zhang
Yang Liu
160
15
0
15 Oct 2021
Plug-Tagger: A Pluggable Sequence Labeling Framework Using Language
  Models
Plug-Tagger: A Pluggable Sequence Labeling Framework Using Language Models
Xin Zhou
Ruotian Ma
Tao Gui
Y. Tan
Tao Gui
Xuanjing Huang
VLM
131
5
0
14 Oct 2021
Improving Distantly-Supervised Named Entity Recognition with
  Self-Collaborative Denoising Learning
Improving Distantly-Supervised Named Entity Recognition with Self-Collaborative Denoising LearningConference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Xinghua Zhang
Yu Bowen
Tingwen Liu
Zhenyu Zhang
Shuaiyi Nie
Mengge Xue
Hongbo Xu
246
23
0
09 Oct 2021
Active Learning for Argument Mining: A Practical Approach
Active Learning for Argument Mining: A Practical Approach
Nikolai Solmsdorf
Dietrich Trautmann
Hinrich Schütze
HAI
106
1
0
28 Sep 2021
Investigating Non-local Features for Neural Constituency Parsing
Investigating Non-local Features for Neural Constituency ParsingAnnual Meeting of the Association for Computational Linguistics (ACL), 2021
Leyang Cui
Sen Yang
Yue Zhang
154
8
0
27 Sep 2021
Paradigm Shift in Natural Language Processing
Paradigm Shift in Natural Language ProcessingMachine Intelligence Research (MIR), 2021
Tianxiang Sun
Xiangyang Liu
Xipeng Qiu
Xuanjing Huang
372
86
0
26 Sep 2021
Named Entity Recognition and Classification on Historical Documents: A
  Survey
Named Entity Recognition and Classification on Historical Documents: A SurveyACM Computing Surveys (CSUR), 2021
Maud Ehrmann
Ahmed Hamdi
Elvys Linhares Pontes
Matteo Romanello
A. Doucet
231
154
0
23 Sep 2021
WRENCH: A Comprehensive Benchmark for Weak Supervision
WRENCH: A Comprehensive Benchmark for Weak Supervision
Jieyu Zhang
Yue Yu
Yinghao Li
Yujing Wang
Yaming Yang
Mao Yang
Alexander Ratner
249
119
0
23 Sep 2021
reproducing "ner and pos when nothing is capitalized"
reproducing "ner and pos when nothing is capitalized"
Andreas Kuster
Jakub Filipek
Viswa Virinchi Muppirala
61
0
0
17 Sep 2021
CONTaiNER: Few-Shot Named Entity Recognition via Contrastive Learning
CONTaiNER: Few-Shot Named Entity Recognition via Contrastive Learning
Sarkar Snigdha Sarathi Das
Arzoo Katiyar
R. Passonneau
Rui Zhang
228
166
0
15 Sep 2021
Low-Resource Named Entity Recognition Based on Multi-hop Dependency
  Trigger
Low-Resource Named Entity Recognition Based on Multi-hop Dependency Trigger
Jiang Wu
171
0
0
15 Sep 2021
Fast Extraction of Word Embedding from Q-contexts
Fast Extraction of Word Embedding from Q-contexts
Junsheng Kong
Weizhao Li
Zeyi Liu
Ben Liao
J. Qiu
Chang-Yu Hsieh
Yitao Cai
Shengyu Zhang
197
2
0
15 Sep 2021
Cross-document Event Identity via Dense Annotation
Cross-document Event Identity via Dense Annotation
Adithya Pratapa
Zhengzhong Liu
Kimihiro Hasegawa
Linwei Li
Yukari Yamakawa
Shikun Zhang
Teruko Mitamura
157
2
0
14 Sep 2021
Packed Levitated Marker for Entity and Relation Extraction
Packed Levitated Marker for Entity and Relation Extraction
Deming Ye
Yankai Lin
Peng Li
Maosong Sun
430
128
0
13 Sep 2021
AdaK-NER: An Adaptive Top-K Approach for Named Entity Recognition with
  Incomplete Annotations
AdaK-NER: An Adaptive Top-K Approach for Named Entity Recognition with Incomplete Annotations
Hongtao Ruan
Liying Zheng
Peixian Hu
156
0
0
11 Sep 2021
Uncovering Main Causalities for Long-tailed Information Extraction
Uncovering Main Causalities for Long-tailed Information Extraction
Guoshun Nan
Jiaqi Zeng
Rui Qiao
Zhijiang Guo
Wei Lu
CML
195
50
0
11 Sep 2021
Distantly-Supervised Named Entity Recognition with Noise-Robust Learning
  and Language Model Augmented Self-Training
Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-TrainingConference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Yu Meng
Yunyi Zhang
Jiaxin Huang
Xuan Wang
Yu Zhang
Heng Ji
Jiawei Han
132
77
0
10 Sep 2021
AutoTriggER: Label-Efficient and Robust Named Entity Recognition with
  Auxiliary Trigger Extraction
AutoTriggER: Label-Efficient and Robust Named Entity Recognition with Auxiliary Trigger ExtractionConference of the European Chapter of the Association for Computational Linguistics (EACL), 2021
Dong-Ho Lee
Ravi Kiran Selvam
Sheikh Muhammad Sarwar
Bill Yuchen Lin
Fred Morstatter
Jay Pujara
Elizabeth Boschee
James Allan
Xiang Ren
252
3
0
10 Sep 2021
Identifying Morality Frames in Political Tweets using Relational
  Learning
Identifying Morality Frames in Political Tweets using Relational LearningConference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Shamik Roy
Maria Leonor Pacheco
Dan Goldwasser
178
47
0
09 Sep 2021
Text-to-Table: A New Way of Information Extraction
Text-to-Table: A New Way of Information ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL), 2021
Xueqing Wu
Jiacheng Zhang
Hang Li
LMTD
214
77
0
06 Sep 2021
Sent2Span: Span Detection for PICO Extraction in the Biomedical Text
  without Span Annotations
Sent2Span: Span Detection for PICO Extraction in the Biomedical Text without Span AnnotationsConference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Shifeng Liu
Yifang Sun
Bing Li
Wei Wang
Florence T. Bourgeois
A. Dunn
138
15
0
06 Sep 2021
Empirical Study of Named Entity Recognition Performance Using
  Distribution-aware Word Embedding
Empirical Study of Named Entity Recognition Performance Using Distribution-aware Word Embedding
Xin Chen
Qi Zhao
Xinyang Liu
262
1
0
03 Sep 2021
An Open-Source Dataset and A Multi-Task Model for Malay Named Entity
  Recognition
An Open-Source Dataset and A Multi-Task Model for Malay Named Entity Recognition
Yingwen Fu
Hongyan Wu
Zhihe Yang
Shengyi Jiang
111
4
0
03 Sep 2021
LightNER: A Lightweight Tuning Paradigm for Low-resource NER via
  Pluggable Prompting
LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable PromptingInternational Conference on Computational Linguistics (COLING), 2021
Xiang Chen
Lei Li
Shumin Deng
Chuanqi Tan
Changliang Xu
Fei Huang
Luo Si
Huajun Chen
Ningyu Zhang
VLM
342
77
0
31 Aug 2021
Structured Prediction in NLP -- A survey
Structured Prediction in NLP -- A survey
Chauhan Dev
Naman Biyani
Nirmal P. Suthar
Prashant Kumar
Priyanshu Agarwal
AI4TSAI4CE
210
0
0
31 Aug 2021
Learning Energy-Based Approximate Inference Networks for Structured
  Applications in NLP
Learning Energy-Based Approximate Inference Networks for Structured Applications in NLP
Lifu Tu
BDL
140
0
0
27 Aug 2021
Rethinking Negative Sampling for Handling Missing Entity Annotations
Rethinking Negative Sampling for Handling Missing Entity AnnotationsAnnual Meeting of the Association for Computational Linguistics (ACL), 2021
Yangming Li
Lemao Liu
Shuming Shi
243
14
0
26 Aug 2021
GEDIT: Geographic-Enhanced and Dependency-Guided Tagging for Joint POI
  and Accessibility Extraction at Baidu Maps
GEDIT: Geographic-Enhanced and Dependency-Guided Tagging for Joint POI and Accessibility Extraction at Baidu Maps
Yibo Sun
Jizhou Huang
Chunyuan Yuan
M. Fan
Haifeng Wang
Ming Liu
Bing Qin
106
13
0
20 Aug 2021
QUEACO: Borrowing Treasures from Weakly-labeled Behavior Data for Query
  Attribute Value Extraction
QUEACO: Borrowing Treasures from Weakly-labeled Behavior Data for Query Attribute Value Extraction
Danqing Zhang
Zheng Li
Tianyu Cao
Chen Luo
Tony Wu
Hanqing Lu
Yiwei Song
Bing Yin
Tuo Zhao
Qiang Yang
266
24
0
19 Aug 2021
Partially Supervised Named Entity Recognition via the Expected Entity
  Ratio Loss
Partially Supervised Named Entity Recognition via the Expected Entity Ratio Loss
Thomas Effland
Michael Collins
172
9
0
16 Aug 2021
DEXTER: Deep Encoding of External Knowledge for Named Entity Recognition
  in Virtual Assistants
DEXTER: Deep Encoding of External Knowledge for Named Entity Recognition in Virtual Assistants
Deepak Muralidharan
Joel Ruben Antony Moniz
Weicheng Zhang
S. Pulman
Lin Li
Megan Barnes
Jingjing Pan
Jason D. Williams
A. Acero
101
2
0
15 Aug 2021
StrucTexT: Structured Text Understanding with Multi-Modal Transformers
StrucTexT: Structured Text Understanding with Multi-Modal TransformersACM Multimedia (ACM MM), 2021
Yulin Li
Yuxi Qian
Yuchen Yu
Xiameng Qin
Chengquan Zhang
Yan Liu
Kun Yao
Junyu Han
Jingtuo Liu
Errui Ding
277
138
0
06 Aug 2021
Deep Natural Language Processing for LinkedIn Search Systems
Deep Natural Language Processing for LinkedIn Search Systems
Weiwei Guo
Xiaowei Liu
Sida Wang
Michaeel Kazi
Zhoutong Fu
Huiji Gao
Jun Jia
Liang Zhang
Bo Long
VLM
153
3
0
30 Jul 2021
Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods
  in Natural Language Processing
Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language ProcessingACM Computing Surveys (CSUR), 2021
Pengfei Liu
Weizhe Yuan
Jinlan Fu
Zhengbao Jiang
Hiroaki Hayashi
Graham Neubig
VLMSyDa
769
4,840
0
28 Jul 2021
Target-Oriented Fine-tuning for Zero-Resource Named Entity Recognition
Target-Oriented Fine-tuning for Zero-Resource Named Entity RecognitionFindings (Findings), 2021
Ying Zhang
Fandong Meng
Jinan Xu
Jinan Xu
Jie Zhou
225
11
0
22 Jul 2021
An Efficient DP-SGD Mechanism for Large Scale NLP Models
An Efficient DP-SGD Mechanism for Large Scale NLP ModelsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021
Christophe Dupuy
Radhika Arava
Rahul Gupta
Anna Rumshisky
SyDa
263
46
0
14 Jul 2021
A Review of Bangla Natural Language Processing Tasks and the Utility of
  Transformer Models
A Review of Bangla Natural Language Processing Tasks and the Utility of Transformer Models
Firoj Alam
Md. Arid Hasan
Tanvirul Alam
A. Khan
Janntatul Tajrin
Naira Khan
Shammur A. Chowdhury
LM&MA
183
32
0
08 Jul 2021
Injecting Knowledge Base Information into End-to-End Joint Entity and
  Relation Extraction and Coreference Resolution
Injecting Knowledge Base Information into End-to-End Joint Entity and Relation Extraction and Coreference Resolution
S. Verlinden
Klim Zaporojets
Johannes Deleu
Thomas Demeester
Chris Develder
193
33
0
05 Jul 2021
A Span-Based Model for Joint Overlapped and Discontinuous Named Entity
  Recognition
A Span-Based Model for Joint Overlapped and Discontinuous Named Entity RecognitionAnnual Meeting of the Association for Computational Linguistics (ACL), 2021
Fei Li
Zhichao Lin
Meishan Zhang
Donghong Ji
145
114
0
28 Jun 2021
Clinical Named Entity Recognition using Contextualized Token
  Representations
Clinical Named Entity Recognition using Contextualized Token Representations
Yichao Zhou
C. Ju
J. H. Caufield
Kevin J. Shih
Calvin Yu‐Chian Chen
Luke Huan
Kai-Wei Chang
Peipei Ping
Wei Wang
167
13
0
23 Jun 2021
Structured in Space, Randomized in Time: Leveraging Dropout in RNNs for
  Efficient Training
Structured in Space, Randomized in Time: Leveraging Dropout in RNNs for Efficient TrainingNeural Information Processing Systems (NeurIPS), 2021
Anup Sarma
Sonali Singh
Huaipan Jiang
Rui Zhang
M. Kandemir
Chita R. Das
89
1
0
22 Jun 2021
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