Neural Architectures for Named Entity Recognition

4 March 2016

Papers citing "Neural Architectures for Named Entity Recognition"

50 / 1,167 papers shown

Title
Neural Latent Dependency Model for Sequence Labeling Yang Zhou Yong-jia Jiang Zechuan Hu Kewei Tu BDL 9 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 30 31 0 03 Nov 2020
BioNerFlair: biomedical named entity recognition using flair embedding and sequence tagger Harsh Patel 11 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 6 18 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 19 255 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 4 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 9 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 19 70 0 29 Oct 2020
Named Entity Recognition for Social Media Texts with Semantic Augmentation Yuyang Nie Yuanhe Tian Xiang Wan Yan Song Bo Dai 20 72 0 29 Oct 2020
Dynamic Boundary Time Warping for Sub-sequence Matching with Few Examples Łukasz Borchmann Dawid Jurkiewicz Filip Graliñski Tomasz Górecki 20 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 22 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 D. Song 6 85 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 17 0 0 25 Oct 2020
Disease Normalization with Graph Embeddings D. Pujary C. Thorne Wilker Aziz MedIm AI4CE 28 8 0 24 Oct 2020
Word Embeddings for Chemical Patent Natural Language Processing Camilo Thorne S. Akhondi 9 5 0 24 Oct 2020
Modular Networks for Compositional Instruction Following Rodolfo Corona Daniel Fried Coline Devin Dan Klein Trevor Darrell 33 5 0 24 Oct 2020
Unsupervised Cross-lingual Adaptation for Sequence Tagging and Beyond Xin Li Lidong Bing Wenxuan Zhang Zheng Li Wai Lam 59 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 18 5 0 23 Oct 2020
FAME: Feature-Based Adversarial Meta-Embeddings for Robust Input Representations Lukas Lange Heike Adel Jannik Strötgen Dietrich Klakow 16 7 0 23 Oct 2020
Neural Networks for Entity Matching: A Survey Nils Barlaug J. Gulla 44 91 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 16 43 0 21 Oct 2020
Modeling Content and Context with Deep Relational Learning Maria Leonor Pacheco Dan Goldwasser NAI 48 34 0 20 Oct 2020
Global Attention for Name Tagging Boliang Zhang Spencer Whitehead Lifu Huang Heng Ji 53 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 23 2 0 16 Oct 2020
Ensemble Distillation for Structured Prediction: Calibrated, Accurate, Fast-Choose Three Steven Reich David Mueller Matthew Wiesner BDL OOD UQCV 30 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 17 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 14 2 0 13 Oct 2020
Automated Concatenation of Embeddings for Structured Prediction Xinyu Wang Yong-jia Jiang Nguyen Bach Tao Wang Zhongqiang Huang Fei Huang Kewei Tu 35 172 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 16 8 0 09 Oct 2020
iobes: A Library for Span-Level Processing Brian Lester 12 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 12 8 0 09 Oct 2020
Two are Better than One: Joint Entity and Relation Extraction with Table-Sequence Encoders Jue Wang Wei Lu 26 225 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 24 5 0 07 Oct 2020
An Exploration of Arbitrary-Order Sequence Labeling via Energy-Based Inference Networks Lifu Tu Tianyu Liu Kevin Gimpel 12 1 0 06 Oct 2020
Aspect Based Sentiment Analysis with Aspect-Specific Opinion Spans Lu Xu Lidong Bing Wei Lu Fei Huang 11 33 0 06 Oct 2020
Position-Aware Tagging for Aspect Sentiment Triplet Extraction Lu Xu Hao Li Wei Lu Lidong Bing 14 246 0 06 Oct 2020
Simple and Effective Few-Shot Named Entity Recognition with Structured Nearest Neighbor Learning Yi Yang Arzoo Katiyar NAI 36 61 0 06 Oct 2020
VisualWordGrid: Information Extraction From Scanned Documents Using A Multimodal Approach Mohamed Kerroumi Othmane Sayem A. Shabou 27 21 0 05 Oct 2020
SeqMix: Augmenting Active Sequence Labeling via Sequence Mixup Rongzhi Zhang Yue Yu Chao Zhang VLM 16 93 0 05 Oct 2020
A Fully Hyperbolic Neural Model for Hierarchical Multi-Class Classification F. López Michael Strube 15 28 0 05 Oct 2020
Local Additivity Based Data Augmentation for Semi-supervised NER Jiaao Chen Zhenghui Wang Ran Tian Zichao Yang Diyi Yang 16 57 0 04 Oct 2020
A Multi-task Learning Framework for Opinion Triplet Extraction Chen Zhang Qiuchi Li D. Song Benyou Wang 29 113 0 04 Oct 2020
LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention Ikuya Yamada Akari Asai Hiroyuki Shindo Hideaki Takeda Yuji Matsumoto 26 662 0 02 Oct 2020
Cross-lingual Spoken Language Understanding with Regularized Representation Alignment Zihan Liu Genta Indra Winata Peng Xu Zhaojiang Lin Pascale Fung 18 14 0 30 Sep 2020
DWIE: an entity-centric dataset for multi-task document-level information extraction Klim Zaporojets Johannes Deleu Chris Develder Thomas Demeester 25 58 0 26 Sep 2020
Machine Knowledge: Creation and Curation of Comprehensive Knowledge Bases Gerhard Weikum Luna Dong Simon Razniewski Fabian M. Suchanek 34 125 0 24 Sep 2020
Let's Stop Incorrect Comparisons in End-to-end Relation Extraction! Bruno Taillé Vincent Guigue Geoffrey Scoutheeten Patrick Gallinari 19 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 9 0 0 19 Sep 2020
More Embeddings, Better Sequence Labelers? Xinyu Wang Yong-jia Jiang Nguyen Bach Tao Wang Zhongqiang Huang Fei Huang Kewei Tu 29 10 0 17 Sep 2020
AIN: Fast and Accurate Sequence Labeling with Approximate Inference Network Xinyu Wang Yong-jia Jiang Nguyen Bach Tao Wang Zhongqiang Huang Fei Huang Kewei Tu BDL 12 2 0 17 Sep 2020