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Neural Architectures for Named Entity Recognition
v1v2v3 (latest)

Neural Architectures for Named Entity Recognition

4 March 2016
Guillaume Lample
Miguel Ballesteros
Sandeep Subramanian
Kazuya Kawakami
Chris Dyer
ArXiv (abs)PDFHTML

Papers citing "Neural Architectures for Named Entity Recognition"

50 / 1,167 papers shown
Title
E.T.: Entity-Transformers. Coreference augmented Neural Language Model
  for richer mention representations via Entity-Transformer blocks
E.T.: Entity-Transformers. Coreference augmented Neural Language Model for richer mention representations via Entity-Transformer blocks
Nikolaos Stylianou
I. Vlahavas
51
3
0
10 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
55
1
0
10 Nov 2020
DAGA: Data Augmentation with a Generation Approach for Low-resource
  Tagging Tasks
DAGA: Data Augmentation with a Generation Approach for Low-resource Tagging Tasks
Bosheng Ding
Linlin Liu
Lidong Bing
Canasai Kruengkrai
Thien Hai Nguyen
Shafiq Joty
Luo Si
Chunyan Miao
82
31
0
03 Nov 2020
BioNerFlair: biomedical named entity recognition using flair embedding
  and sequence tagger
BioNerFlair: biomedical named entity recognition using flair embedding and sequence tagger
Harsh Patel
33
7
0
03 Nov 2020
Reducing Confusion in Active Learning for Part-Of-Speech Tagging
Reducing Confusion in Active Learning for Part-Of-Speech Tagging
Aditi Chaudhary
Antonios Anastasopoulos
Zaid A. W. Sheikh
Graham Neubig
67
19
0
02 Nov 2020
IndoLEM and IndoBERT: A Benchmark Dataset and Pre-trained Language Model
  for Indonesian NLP
IndoLEM and IndoBERT: A Benchmark Dataset and Pre-trained Language Model for Indonesian NLP
Fajri Koto
Afshin Rahimi
Jey Han Lau
Timothy Baldwin
68
263
0
02 Nov 2020
Seeing Both the Forest and the Trees: Multi-head Attention for Joint
  Classification on Different Compositional Levels
Seeing Both the Forest and the Trees: Multi-head Attention for Joint Classification on Different Compositional Levels
Miruna Pislar
Marek Rei
29
4
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 Domain
V. Ivanin
Ekaterina Artemova
Tatiana Batura
V. Ivanov
V. Sarkisyan
E. Tutubalina
I. Smurov
23
0
0
29 Oct 2020
Improving Named Entity Recognition with Attentive Ensemble of Syntactic
  Information
Improving Named Entity Recognition with Attentive Ensemble of Syntactic Information
Yuyang Nie
Yuanhe Tian
Yan Song
Xiang Ao
Xiang Wan
NAI
73
71
0
29 Oct 2020
Named Entity Recognition for Social Media Texts with Semantic
  Augmentation
Named Entity Recognition for Social Media Texts with Semantic Augmentation
Yuyang Nie
Yuanhe Tian
Xiang Wan
Yan Song
Bo Dai
82
73
0
29 Oct 2020
Dynamic Boundary Time Warping for Sub-sequence Matching with Few
  Examples
Dynamic Boundary Time Warping for Sub-sequence Matching with Few Examples
Łukasz Borchmann
Dawid Jurkiewicz
Filip Graliñski
Tomasz Górecki
56
0
0
27 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 Tagging
Kasturi Bhattacharjee
Miguel Ballesteros
Rishita Anubhai
Smaranda Muresan
Jie Ma
Faisal Ladhak
Yaser Al-Onaizan
SSL
83
20
0
27 Oct 2020
Enabling Efficient Cyber Threat Hunting With Cyber Threat Intelligence
Enabling Efficient Cyber Threat Hunting With Cyber Threat Intelligence
Peng Gao
Fei Shao
Xiaoyuan Liu
Xusheng Xiao
Zheng Qin
Fengyuan Xu
Prateek Mittal
Sanjeev R. Kulkarni
Basel Alomair
61
88
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
43
0
0
25 Oct 2020
Disease Normalization with Graph Embeddings
Disease Normalization with Graph Embeddings
D. Pujary
C. Thorne
Wilker Aziz
MedImAI4CE
59
8
0
24 Oct 2020
Word Embeddings for Chemical Patent Natural Language Processing
Word Embeddings for Chemical Patent Natural Language Processing
Camilo Thorne
S. Akhondi
23
5
0
24 Oct 2020
Modular Networks for Compositional Instruction Following
Modular Networks for Compositional Instruction Following
Rodolfo Corona
Daniel Fried
Coline Devin
Dan Klein
Trevor Darrell
101
5
0
24 Oct 2020
Unsupervised Cross-lingual Adaptation for Sequence Tagging and Beyond
Unsupervised Cross-lingual Adaptation for Sequence Tagging and Beyond
Xin Li
Lidong Bing
Wenxuan Zhang
Zheng Li
Wai Lam
125
25
0
23 Oct 2020
NLNDE at CANTEMIST: Neural Sequence Labeling and Parsing Approaches for
  Clinical Concept Extraction
NLNDE at CANTEMIST: Neural Sequence Labeling and Parsing Approaches for Clinical Concept Extraction
Lukas Lange
Xiang Dai
Heike Adel
Jannik Strötgen
51
5
0
23 Oct 2020
FAME: Feature-Based Adversarial Meta-Embeddings for Robust Input
  Representations
FAME: Feature-Based Adversarial Meta-Embeddings for Robust Input Representations
Lukas Lange
Heike Adel
Jannik Strötgen
Dietrich Klakow
47
7
0
23 Oct 2020
Neural Networks for Entity Matching: A Survey
Neural Networks for Entity Matching: A Survey
Nils Barlaug
J. Gulla
132
96
0
21 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 Documents
Bill Yuchen Lin
Ying Sheng
N. Vo
Sandeep Tata
3DV
78
47
0
21 Oct 2020
Modeling Content and Context with Deep Relational Learning
Modeling Content and Context with Deep Relational Learning
Maria Leonor Pacheco
Dan Goldwasser
NAI
105
34
0
20 Oct 2020
Global Attention for Name Tagging
Global Attention for Name Tagging
Boliang Zhang
Spencer Whitehead
Lifu Huang
Heng Ji
85
17
0
19 Oct 2020
An efficient representation of chronological events in medical texts
An efficient representation of chronological events in medical texts
Andrey Kormilitzin
N. Vaci
Qiang Liu
Hao Ni
Goran Nenadic
A. Nevado-Holgado
69
2
0
16 Oct 2020
Ensemble Distillation for Structured Prediction: Calibrated, Accurate,
  Fast-Choose Three
Ensemble Distillation for Structured Prediction: Calibrated, Accurate, Fast-Choose Three
Steven Reich
David Mueller
Nicholas Andrews
BDLOODUQCV
54
13
0
13 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
56
1
0
13 Oct 2020
RGCL at SemEval-2020 Task 6: Neural Approaches to Definition Extraction
RGCL at SemEval-2020 Task 6: Neural Approaches to Definition Extraction
Tharindu Ranasinghe
Alistair Plum
Constantin Orasan
R. Mitkov
NAI
21
2
0
13 Oct 2020
Automated Concatenation of Embeddings for Structured Prediction
Automated Concatenation of Embeddings for Structured Prediction
Xinyu Wang
Yong Jiang
Nguyen Bach
Tao Wang
Zhongqiang Huang
Fei Huang
Kewei Tu
109
177
0
10 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 Dataset
Jennifer D'Souza
Sören Auer
57
8
0
09 Oct 2020
iobes: A Library for Span-Level Processing
iobes: A Library for Span-Level Processing
Brian Lester
37
7
0
09 Oct 2020
Constrained Decoding for Computationally Efficient Named Entity
  Recognition Taggers
Constrained Decoding for Computationally Efficient Named Entity Recognition Taggers
Brian Lester
Daniel Pressel
Amy Hemmeter
Sagnik Ray Choudhury
S. Bangalore
SLR
39
8
0
09 Oct 2020
Two are Better than One: Joint Entity and Relation Extraction with
  Table-Sequence Encoders
Two are Better than One: Joint Entity and Relation Extraction with Table-Sequence Encoders
Jue Wang
Wei Lu
66
231
0
08 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
50
5
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
38
1
0
06 Oct 2020
Aspect Based Sentiment Analysis with Aspect-Specific Opinion Spans
Aspect Based Sentiment Analysis with Aspect-Specific Opinion Spans
Lu Xu
Lidong Bing
Wei Lu
Fei Huang
54
34
0
06 Oct 2020
Position-Aware Tagging for Aspect Sentiment Triplet Extraction
Position-Aware Tagging for Aspect Sentiment Triplet Extraction
Lu Xu
Hao Li
Wei Lu
Lidong Bing
101
255
0
06 Oct 2020
Simple and Effective Few-Shot Named Entity Recognition with Structured
  Nearest Neighbor Learning
Simple and Effective Few-Shot Named Entity Recognition with Structured Nearest Neighbor Learning
Yi Yang
Arzoo Katiyar
NAI
74
65
0
06 Oct 2020
VisualWordGrid: Information Extraction From Scanned Documents Using A
  Multimodal Approach
VisualWordGrid: Information Extraction From Scanned Documents Using A Multimodal Approach
Mohamed Kerroumi
Othmane Sayem
A. Shabou
84
21
0
05 Oct 2020
SeqMix: Augmenting Active Sequence Labeling via Sequence Mixup
SeqMix: Augmenting Active Sequence Labeling via Sequence Mixup
Rongzhi Zhang
Yue Yu
Chao Zhang
VLM
94
94
0
05 Oct 2020
A Fully Hyperbolic Neural Model for Hierarchical Multi-Class
  Classification
A Fully Hyperbolic Neural Model for Hierarchical Multi-Class Classification
F. López
Michael Strube
71
32
0
05 Oct 2020
Local Additivity Based Data Augmentation for Semi-supervised NER
Local Additivity Based Data Augmentation for Semi-supervised NER
Jiaao Chen
Zhenghui Wang
Ran Tian
Zichao Yang
Diyi Yang
92
58
0
04 Oct 2020
A Multi-task Learning Framework for Opinion Triplet Extraction
A Multi-task Learning Framework for Opinion Triplet Extraction
Chen Zhang
Qiuchi Li
D. Song
Benyou Wang
75
117
0
04 Oct 2020
LUKE: Deep Contextualized Entity Representations with Entity-aware
  Self-attention
LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention
Ikuya Yamada
Akari Asai
Hiroyuki Shindo
Hideaki Takeda
Yuji Matsumoto
135
676
0
02 Oct 2020
Cross-lingual Spoken Language Understanding with Regularized
  Representation Alignment
Cross-lingual Spoken Language Understanding with Regularized Representation Alignment
Zihan Liu
Genta Indra Winata
Peng Xu
Zhaojiang Lin
Pascale Fung
118
15
0
30 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 extraction
Klim Zaporojets
Johannes Deleu
Chris Develder
Thomas Demeester
78
62
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
144
128
0
24 Sep 2020
Let's Stop Incorrect Comparisons in End-to-end Relation Extraction!
Let's Stop Incorrect Comparisons in End-to-end Relation Extraction!
Bruno Taillé
Vincent Guigue
Geoffrey Scoutheeten
Patrick Gallinari
47
9
0
22 Sep 2020
Active Learning for Product Type Ontology Enhancement in E-commerce
Active Learning for Product Type Ontology Enhancement in E-commerce
Yun Zhu
Sayyed M. Zahiri
Jiaqi Wang
Hanxiu Chen
F. Javed
24
0
0
19 Sep 2020
More Embeddings, Better Sequence Labelers?
More Embeddings, Better Sequence Labelers?
Xinyu Wang
Yong Jiang
Nguyen Bach
Tao Wang
Zhongqiang Huang
Fei Huang
Kewei Tu
53
10
0
17 Sep 2020
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