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Neural Architectures for Named Entity Recognition

4 March 2016

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 Nikolaos Stylianou I. Vlahavas 51 3 0 10 Nov 2020
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 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 Harsh Patel 33 7 0 03 Nov 2020
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 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 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 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 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 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 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 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 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 Yunfu Song Huahuan Zheng Zhijian Ou 43 0 0 25 Oct 2020
Disease Normalization with Graph Embeddings D. Pujary C. Thorne Wilker Aziz MedIm AI4CE 59 8 0 24 Oct 2020
Word Embeddings for Chemical Patent Natural Language Processing Camilo Thorne S. Akhondi 23 5 0 24 Oct 2020
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 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 Lukas Lange Xiang Dai Heike Adel Jannik Strötgen 51 5 0 23 Oct 2020
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 Nils Barlaug J. Gulla 132 96 0 21 Oct 2020
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 Maria Leonor Pacheco Dan Goldwasser NAI 105 34 0 20 Oct 2020
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 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 Steven Reich David Mueller Nicholas Andrews BDL OOD UQCV 54 13 0 13 Oct 2020
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 Tharindu Ranasinghe Alistair Plum Constantin Orasan R. Mitkov NAI 21 2 0 13 Oct 2020
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 Jennifer D'Souza Sören Auer 57 8 0 09 Oct 2020
iobes: A Library for Span-Level Processing Brian Lester 37 7 0 09 Oct 2020
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 Jue Wang Wei Lu 66 231 0 08 Oct 2020
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 Lifu Tu Tianyu Liu Kevin Gimpel 38 1 0 06 Oct 2020
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 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 Yi Yang Arzoo Katiyar NAI 74 65 0 06 Oct 2020
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 Rongzhi Zhang Yue Yu Chao Zhang VLM 94 94 0 05 Oct 2020
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 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 Chen Zhang Qiuchi Li D. Song Benyou Wang 75 117 0 04 Oct 2020
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 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 Klim Zaporojets Johannes Deleu Chris Develder Thomas Demeester 78 62 0 26 Sep 2020
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! Bruno Taillé Vincent Guigue Geoffrey Scoutheeten Patrick Gallinari 47 9 0 22 Sep 2020
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? Xinyu Wang Yong Jiang Nguyen Bach Tao Wang Zhongqiang Huang Fei Huang Kewei Tu 53 10 0 17 Sep 2020