Neural Architectures for Named Entity Recognition

4 March 2016

Papers citing "Neural Architectures for Named Entity Recognition"

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Title
TENER: Adapting Transformer Encoder for Named Entity Recognition Hang Yan Bocao Deng Xiaonan Li Xipeng Qiu 27 268 0 10 Nov 2019
CamemBERT: a Tasty French Language Model Louis Martin Benjamin Muller Pedro Ortiz Suarez Yoann Dupont Laurent Romary Eric Villemonte de la Clergerie Djamé Seddah Benoît Sagot 42 956 0 10 Nov 2019
Generalizing Natural Language Analysis through Span-relation Representations Zhengbao Jiang Wenyuan Xu Jun Araki Graham Neubig 33 60 0 10 Nov 2019
Factored Latent-Dynamic Conditional Random Fields for Single and Multi-label Sequence Modeling S. Neogi Justin Dauwels BDL 13 9 0 09 Nov 2019
Hate Speech Detection on Vietnamese Social Media Text using the Bidirectional-LSTM Model Hang T. Do Huy D. Huynh Kiet Van Nguyen Ngan Luu-Thuy Nguyen A. Nguyen VLM 33 27 0 09 Nov 2019
Probing Contextualized Sentence Representations with Visual Awareness Zhuosheng Zhang Rui Wang Kehai Chen Masao Utiyama Eiichiro Sumita Hai Zhao 19 2 0 07 Nov 2019
Improving Joint Training of Inference Networks and Structured Prediction Energy Networks Lifu Tu Richard Yuanzhe Pang Kevin Gimpel 34 12 0 07 Nov 2019
Dice Loss for Data-imbalanced NLP Tasks Xiaoya Li Xiaofei Sun Yuxian Meng Junjun Liang Fei Wu Jiwei Li 50 569 0 07 Nov 2019
Porous Lattice-based Transformer Encoder for Chinese NER Xue Mengge Yu Bowen Liu Tingwen Wang Bin Meng Erli Liu Quangang 14 17 0 07 Nov 2019
Hierarchical Contextualized Representation for Named Entity Recognition Ying Luo Fengshun Xiao Zhao Hai 35 129 0 06 Nov 2019
Unsupervised Cross-lingual Representation Learning at Scale Alexis Conneau Kartikay Khandelwal Naman Goyal Vishrav Chaudhary Guillaume Wenzek Francisco Guzmán Edouard Grave Myle Ott Luke Zettlemoyer Veselin Stoyanov 74 6,393 0 05 Nov 2019
Spherical Text Embedding Yu Meng Jiaxin Huang Guangyuan Wang Chao Zhang Honglei Zhuang Lance M. Kaplan Jiawei Han RALM 28 116 0 04 Nov 2019
ZEN: Pre-training Chinese Text Encoder Enhanced by N-gram Representations Shizhe Diao Jiaxin Bai Yan Song Tong Zhang Yonggang Wang AI4CE 25 134 0 02 Nov 2019
Active $^2$ Learning: Actively reducing redundancies in Active Learning methods for Sequence Tagging and Machine Translation Rishi Hazra Parag Dutta Shubham Gupta Mohammed Abdul Qaathir Ambedkar Dukkipati VLM 40 0 0 01 Nov 2019
Graph Structured Prediction Energy Networks Colin Graber Alex Schwing 24 17 0 31 Oct 2019
RLINK: Deep Reinforcement Learning for User Identity Linkage Xiaoxue Li Yanan Cao Yanmin Shang Yangxi Li Yanbing Liu Jianlong Tan 18 23 0 31 Oct 2019
Understand customer reviews with less data and in short time: pretrained language representation and active learning Yanwei Cui Xavier Illy VLM 22 1 0 29 Oct 2019
Stem-driven Language Models for Morphologically Rich Languages Yash Shah Ishan Tarunesh Harsh Deshpande Preethi Jyothi 25 0 0 25 Oct 2019
A Unified MRC Framework for Named Entity Recognition Xiaoya Li Jingrong Feng Yuxian Meng Qinghong Han Fei Wu Jiwei Li 34 629 0 25 Oct 2019
A Survey on Recent Advances in Named Entity Recognition from Deep Learning models Vikas Yadav Steven Bethard 3DV 22 589 0 25 Oct 2019
Low-Resource Sequence Labeling via Unsupervised Multilingual Contextualized Representations Zuyi Bao Rui Huang Chen Li Kenny Q. Zhu 24 4 0 24 Oct 2019
Healthcare NER Models Using Language Model Pretraining A. Tarcar Aashis Tiwari V. Dhaimodker Penjo Rebelo Rahul Desai Dattaraj J. Rao 12 28 0 23 Oct 2019
IPOD: An Industrial and Professional Occupations Dataset and its Applications to Occupational Data Mining and Analysis Junhua Liu Yung Chuen Ng Kristin L. Wood Kwan Hui Lim 31 6 0 22 Oct 2019
Question Answering over Knowledge Graphs via Structural Query Patterns Weiguo Zheng Mei Zhang 17 11 0 22 Oct 2019
Fine-Tuned Neural Models for Propaganda Detection at the Sentence and Fragment levels Tariq Alhindi Jonas Pfeiffer Smaranda Muresan 12 21 0 22 Oct 2019
Comprehend Medical: a Named Entity Recognition and Relationship Extraction Web Service Parminder Bhatia B. Celikkaya Mohammed Khalilia Selvan Senthivel 36 54 0 15 Oct 2019
Text2Math: End-to-end Parsing Text into Math Expressions Yanyan Zou Wei Lu 4 36 0 15 Oct 2019
Training Compact Models for Low Resource Entity Tagging using Pre-trained Language Models Peter Izsak Shira Guskin Moshe Wasserblat VLM 20 8 0 14 Oct 2019
Cross-lingual Alignment vs Joint Training: A Comparative Study and A Simple Unified Framework Zirui Wang Jiateng Xie Ruochen Xu Yiming Yang Graham Neubig J. Carbonell 24 78 0 10 Oct 2019
Learning to Contextually Aggregate Multi-Source Supervision for Sequence Labeling Ouyu Lan Xiao Huang Bill Yuchen Lin He Jiang Liyuan Liu Xiang Ren SSL 8 30 0 09 Oct 2019
Linguistically Informed Relation Extraction and Neural Architectures for Nested Named Entity Recognition in BioNLP-OST 2019 Usama Yaseen Pankaj Gupta Hinrich Schütze 17 5 0 08 Oct 2019
Named Entity Recognition -- Is there a glass ceiling? Tomasz Stanislawek Anna Wróblewska Alicja Wójcicka Daniel Ziembicki P. Biecek 19 26 0 06 Oct 2019
Extracting UMLS Concepts from Medical Text Using General and Domain-Specific Deep Learning Models Sicong Tang Feitong Tan Berry de Bruijn Muqun Li A. LaPlante P. Tan 24 13 0 03 Oct 2019
Exploiting BERT for End-to-End Aspect-based Sentiment Analysis Xin Li Lidong Bing Wenxuan Zhang W. Lam 36 277 0 02 Oct 2019
Type-aware Convolutional Neural Networks for Slot Filling Heike Adel Hinrich Schütze 16 6 0 01 Oct 2019
BioNLP-OST 2019 RDoC Tasks: Multi-grain Neural Relevance Ranking Using Topics and Attention Based Query-Document-Sentence Interactions Yatin Chaudhary Pankaj Gupta Hinrich Schütze 12 2 0 01 Oct 2019
Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions Zinan Lin Alankar Jain Chen Wang Giulia Fanti Vyas Sekar 33 22 0 30 Sep 2019
Language-Agnostic Syllabification with Neural Sequence Labeling Jacob Krantz Max W. Dulin P. Palma 33 13 0 29 Sep 2019
Gated Task Interaction Framework for Multi-task Sequence Tagging Isaac. K. E. Ampomah S. McClean Zhiwei Lin G. Hawe 17 1 0 29 Sep 2019
OpenNRE: An Open and Extensible Toolkit for Neural Relation Extraction Xu Han Tianyu Gao Yuan Yao Deming Ye Zhiyuan Liu Maosong Sun KELM VLM 27 150 0 28 Sep 2019
On the Importance of Subword Information for Morphological Tasks in Truly Low-Resource Languages Yi Zhu Benjamin Heinzerling Ivan Vulić Michael Strube Roi Reichart Anna Korhonen 21 19 0 26 Sep 2019
Aspect and Opinion Term Extraction for Hotel Reviews using Transfer Learning and Auxiliary Labels Yosef Ardhito Winatmoko Ali Akbar Septiandri Arie Pratama Sutiono 6 4 0 26 Sep 2019
Learning A Unified Named Entity Tagger From Multiple Partially Annotated Corpora For Efficient Adaptation Xiao Huang Li Dong Elizabeth Boschee Nanyun Peng 16 15 0 25 Sep 2019
Portuguese Named Entity Recognition using BERT-CRF Fábio Souza Rodrigo Nogueira R. Lotufo 22 251 0 23 Sep 2019
Dependency-Guided LSTM-CRF for Named Entity Recognition Zhanming Jie Wei Lu 33 95 0 23 Sep 2019
Named Entity Recognition with Partially Annotated Training Data Stephen D. Mayhew Snigdha Chaturvedi Chen-Tse Tsai Dan Roth 11 48 0 20 Sep 2019
Hierarchical Meta-Embeddings for Code-Switching Named Entity Recognition Genta Indra Winata Zhaojiang Lin Jamin Shin Zihan Liu Pascale Fung 28 19 0 18 Sep 2019
Ludwig: a type-based declarative deep learning toolbox Piero Molino Yaroslav Dudin Sai Sumanth Miryala VLM 24 62 0 17 Sep 2019
Learning Explicit and Implicit Structures for Targeted Sentiment Analysis Hao Li Wei Lu 6 19 0 17 Sep 2019
Hybrid Neural Models For Sequence Modelling: The Best Of Three Worlds Marco Dinarelli Loïc Grobol 3DV 25 5 0 16 Sep 2019