Neural Architectures for Named Entity Recognition

4 March 2016

Papers citing "Neural Architectures for Named Entity Recognition"

50 / 1,167 papers shown

Title
Hybrid Neural Tagging Model for Open Relation Extraction Shengbin Jia Yang Xiang BDL 11 17 0 26 Jul 2019
CMU-01 at the SIGMORPHON 2019 Shared Task on Crosslinguality and Context in Morphology Aditi Chaudhary Elizabeth Salesky G. Bhat David R. Mortensen J. Carbonell Yulia Tsvetkov 29 4 0 23 Jul 2019
Joint Learning of Named Entity Recognition and Entity Linking Pedro Henrique Martins Zita Marinho André F. T. Martins 67 93 0 18 Jul 2019
GRN: Gated Relation Network to Enhance Convolutional Neural Network for Named Entity Recognition Hui Chen Zijia Lin Guiguang Ding Jian-Guang Lou Yusen Zhang Börje F. Karlsson 16 93 0 12 Jul 2019
To Tune or Not To Tune? How About the Best of Both Worlds? Ran A. Wang Haibo Su Chunye Wang Kailin Ji J. Ding VLM 36 17 0 09 Jul 2019
Early Discovery of Emerging Entities in Microblogs Satoshi Akasaki Naoki Yoshinaga Masashi Toyoda 12 6 0 08 Jul 2019
Improving Chemical Named Entity Recognition in Patents with Contextualized Word Embeddings Zenan Zhai Dat Quoc Nguyen S. Akhondi Camilo Thorne Christian Druckenbrodt Trevor Cohn M. Gregory Karin Verspoor 11 42 0 05 Jul 2019
Multi-Task Networks With Universe, Group, and Task Feature Learning Shiva K. Pentyala Mengwen Liu Markus Dreyer 69 23 0 03 Jul 2019
Few-Shot Representation Learning for Out-Of-Vocabulary Words Ziniu Hu Ting-Li Chen Kai-Wei Chang Yizhou Sun 31 76 0 01 Jul 2019
Merge and Label: A novel neural network architecture for nested NER Joseph Fisher Andreas Vlachos 22 71 0 30 Jun 2019
FIESTA: Fast IdEntification of State-of-The-Art models using adaptive bandit algorithms Henry B. Moss Andrew Moore David S. Leslie Paul Rayson 20 5 0 28 Jun 2019
Variational Sequential Labelers for Semi-Supervised Learning Mingda Chen Qingming Tang Karen Livescu Kevin Gimpel SSL DRL BDL VLM 30 39 0 23 Jun 2019
Multi-Grained Named Entity Recognition Congying Xia Chenwei Zhang Tao Yang Yaliang Li Nan Du Xian Wu Wei Fan Fenglong Ma Philip Yu 37 86 0 20 Jun 2019
Towards Robust Named Entity Recognition for Historic German Stefan Schweter Johannes Baiter 23 23 0 18 Jun 2019
Multi-Hop Paragraph Retrieval for Open-Domain Question Answering Yair Feldman Ran El-Yaniv RALM 22 100 0 15 Jun 2019
Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets Yifan Peng Shankai Yan Zhiyong Lu LM&MA AI4MH 17 830 0 13 Jun 2019
Adversarial Learning of Privacy-Preserving Text Representations for De-Identification of Medical Records Max Friedrich Arne Köhn Gregor Wiedemann Chris Biemann OOD MedIm 16 26 0 12 Jun 2019
Label-Agnostic Sequence Labeling by Copying Nearest Neighbors Sam Wiseman K. Stratos 22 64 0 10 Jun 2019
Named Entity Recognition on Code-Switched Data: Overview of the CALCS 2018 Shared Task Gustavo Aguilar F. Alghamdi Víctor Soto Mona T. Diab Julia Hirschberg Thamar Solorio 35 70 0 10 Jun 2019
A Multi-task Approach for Named Entity Recognition in Social Media Data Gustavo Aguilar Suraj Maharjan Adrian Pastor Lopez-Monroy Thamar Solorio 14 143 0 10 Jun 2019
Modeling Noisiness to Recognize Named Entities using Multitask Neural Networks on Social Media Gustavo Aguilar Adrian Pastor Lopez-Monroy Fabio Gonzalez Thamar Solorio 11 48 0 10 Jun 2019
AGRR-2019: A Corpus for Gapping Resolution in Russian Maria Ponomareva Kira Droganova I. Smurov Tatiana Shavrina 27 4 0 10 Jun 2019
Sequence-to-Nuggets: Nested Entity Mention Detection via Anchor-Region Networks Hongyu Lin Yaojie Lu Xianpei Han Le Sun 17 105 0 10 Jun 2019
Learning Word Embeddings with Domain Awareness Guoyin Wang Yan Song Yue Zhang Dong Yu 20 3 0 07 Jun 2019
GCDT: A Global Context Enhanced Deep Transition Architecture for Sequence Labeling Yanjun Liu Fandong Meng Jinchao Zhang Jinan Xu Jinan Xu Jie Zhou 15 87 0 06 Jun 2019
Extracting Symptoms and their Status from Clinical Conversations Nan Du Kai Chen Anjuli Kannan Linh Tran Yuhui Chen Izhak Shafran 20 68 0 05 Jun 2019
DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction Huaishao Luo Tianrui Li Bing-Quan Liu Junbo Zhang 30 104 0 05 Jun 2019
Sequence Tagging with Contextual and Non-Contextual Subword Representations: A Multilingual Evaluation Benjamin Heinzerling Michael Strube 16 35 0 04 Jun 2019
How multilingual is Multilingual BERT? Telmo Pires Eva Schlinger Dan Garrette LRM VLM 104 1,374 0 04 Jun 2019
Distantly Supervised Named Entity Recognition using Positive-Unlabeled Learning Minlong Peng Xiaoyu Xing Qi Zhang Jinlan Fu Xuanjing Huang 23 103 0 04 Jun 2019
NNE: A Dataset for Nested Named Entity Recognition in English Newswire Nicky Ringland Xiang Dai Ben Hachey Sarvnaz Karimi Cécile Paris J. Curran 21 55 0 04 Jun 2019
Converse Attention Knowledge Transfer for Low-Resource Named Entity Recognition Shengfei Lyu Linghao Sun Huixiong Yi Yong Liu Huanhuan Chen Steven C. H. Hoi 21 0 0 04 Jun 2019
Sentiment Tagging with Partial Labels using Modular Architectures Xiao Zhang Dan Goldwasser 20 9 0 03 Jun 2019
Biomedical Named Entity Recognition via Reference-Set Augmented Bootstrapping Joel Mathew Shobeir Fakhraei J. Ambite 35 14 0 01 Jun 2019
A Lightweight Recurrent Network for Sequence Modeling Biao Zhang Rico Sennrich 27 7 0 30 May 2019
Assessing The Factual Accuracy of Generated Text Ben Goodrich Vinay Rao Mohammad Saleh Peter J. Liu HILM 38 185 0 30 May 2019
A Self-Attention Joint Model for Spoken Language Understanding in Situational Dialog Applications Mengyang Chen Jin Zeng Jie Lou 27 8 0 27 May 2019
A Joint Named-Entity Recognizer for Heterogeneous Tag-sets Using a Tag Hierarchy Genady Beryozkin Yoel Drori Oren Gilon Tzvika Hartman Idan Szpektor BDL 27 21 0 22 May 2019
Domain adaptation for part-of-speech tagging of noisy user-generated text Luisa März Dietrich Trautmann Benjamin Roth 28 13 0 21 May 2019
Contextualization of Morphological Inflection Ekaterina Vylomova Ryan Cotterell Timothy Baldwin Trevor Cohn Jason Eisner 27 3 0 04 May 2019
Fine-grained Entity Recognition with Reduced False Negatives and Large Type Coverage A. Abhishek Sanya Bathla Taneja G. Malik Ashish Anand Amit Awekar AI4TS 11 3 0 30 Apr 2019
Neural Chinese Named Entity Recognition via CNN-LSTM-CRF and Joint Training with Word Segmentation Fangzhao Wu Junxin Liu Chuhan Wu Yongfeng Huang Xing Xie 30 81 0 26 Apr 2019
Terminologies augmented recurrent neural network model for clinical named entity recognition Ivan Lerner N. Paris Xavier Tannier 49 37 0 25 Apr 2019
Toponym Identification in Epidemiology Articles - A Deep Learning Approach M. Davari Leila Kosseim Tien D. Bui 6 5 0 24 Apr 2019
Generating Token-Level Explanations for Natural Language Inference James Thorne Andreas Vlachos Christos Christodoulopoulos Arpit Mittal LRM 25 57 0 24 Apr 2019
Multi-Task Learning for Argumentation Mining Tobias Kahse 22 4 0 23 Apr 2019
Fine-Grained Argument Unit Recognition and Classification Dietrich Trautmann Johannes Daxenberger Christian Stab Hinrich Schütze Iryna Gurevych 16 61 0 22 Apr 2019
A Study on Agreement in PICO Span Annotations Grace E. Lee Aixin Sun 8 14 0 21 Apr 2019
Towards Open Intent Discovery for Conversational Text Nikhita Vedula Nedim Lipka Pranav Maneriker Srinivasan Parthasarathy 24 19 0 17 Apr 2019
Causality Extraction based on Self-Attentive BiLSTM-CRF with Transferred Embeddings Zhaoning Li Qi Li Xiaotian Zou Jiangtao Ren 14 118 0 16 Apr 2019