Neural Architectures for Named Entity Recognition

4 March 2016

Papers citing "Neural Architectures for Named Entity Recognition"

50 / 1,166 papers shown

Title
VnCoreNLP: A Vietnamese Natural Language Processing Toolkit Thanh Vu Dat Quoc Nguyen D. Q. Nguyen Mark Dras Mark Johnson 18 145 0 04 Jan 2018
Dual Long Short-Term Memory Networks for Sub-Character Representation Learning Han He Lei Wu Xiaokun Yang Hua Yan Zhimin Gao Yi Feng G. Townsend 19 15 0 23 Dec 2017
Effective Neural Solution for Multi-Criteria Word Segmentation Han He Lei Wu Hua Yan Zhimin Gao Yi Feng G. Townsend 14 21 0 07 Dec 2017
Product Function Need Recognition via Semi-supervised Attention Network Hu Xu Sihong Xie Lei Shu Philip S. Yu 13 2 0 06 Dec 2017
Dual Attention Network for Product Compatibility and Function Satisfiability Analysis Hu Xu Sihong Xie Lei Shu Philip S. Yu AAML 26 13 0 06 Dec 2017
Strong Baselines for Simple Question Answering over Knowledge Graphs with and without Neural Networks Salman Mohammed Peng Shi Jimmy J. Lin 23 105 0 05 Dec 2017
Connecting Pixels to Privacy and Utility: Automatic Redaction of Private Information in Images Tribhuvanesh Orekondy Mario Fritz Bernt Schiele PICV 14 80 0 04 Dec 2017
An Exploration of Word Embedding Initialization in Deep-Learning Tasks Tom Kocmi Ondrej Bojar 31 32 0 24 Nov 2017
Does Higher Order LSTM Have Better Accuracy for Segmenting and Labeling Sequence Data? Yuhang Zhang Xu Sun Shuming Ma Yang Yang Xuancheng Ren 14 9 0 22 Nov 2017
Effective Use of Bidirectional Language Modeling for Transfer Learning in Biomedical Named Entity Recognition Devendra Singh Sachan P. Xie Mrinmaya Sachan Eric P. Xing MedIm 27 56 0 21 Nov 2017
Automatically Extracting Action Graphs from Materials Science Synthesis Procedures Sheshera Mysore Edward J. Kim Emma Strubell Ao Liu Haw-Shiuan Chang Srikrishna Kompella Kevin Huang Andrew McCallum E. Olivetti 19 39 0 18 Nov 2017
A Sequential Neural Encoder with Latent Structured Description for Modeling Sentences Yu-Ping Ruan Qian Chen Zhenhua Ling 19 11 0 15 Nov 2017
From Word Segmentation to POS Tagging for Vietnamese Dat Quoc Nguyen Thanh Vu D. Q. Nguyen Mark Dras Mark Johnson 19 30 0 14 Nov 2017
Robust Multilingual Part-of-Speech Tagging via Adversarial Training Michihiro Yasunaga Jungo Kasai Dragomir R. Radev 13 104 0 14 Nov 2017
Neural Skill Transfer from Supervised Language Tasks to Reading Comprehension Todor Mihaylov Zornitsa Kozareva Anette Frank 25 5 0 10 Nov 2017
A Comparison of Feature-Based and Neural Scansion of Poetry Manex Agirrezabal I. Alegria Mans Hulden 29 13 0 02 Nov 2017
Just ASK: Building an Architecture for Extensible Self-Service Spoken Language Understanding Anjishnu Kumar Arpit Gupta Julian Chan S. Tucker Björn Hoffmeister ... Ankur Gandhe Denis Filiminov Ariya Rastrow Christian Monson Agnika Kumar ELM AuLLM 29 67 0 01 Nov 2017
Named Entity Recognition in Twitter using Images and Text Diego Esteves R. Peres Jens Lehmann Giulio Napolitano 11 5 0 30 Oct 2017
Learning Phrase Embeddings from Paraphrases with GRUs Zhihao Zhou Lifu Huang Heng Ji NAI 12 9 0 13 Oct 2017
Network of Recurrent Neural Networks Chaoming Wang GNN 11 3 0 10 Oct 2017
Event Identification as a Decision Process with Non-linear Representation of Text Yukun Yan Daqi Zheng Zhengdong Lu Sen Song 22 6 0 03 Oct 2017
Application of a Hybrid Bi-LSTM-CRF model to the task of Russian Named Entity Recognition L. T. Anh M. Y. Arkhipov M. Burtsev 11 37 0 27 Sep 2017
An attentive neural architecture for joint segmentation and parsing and its application to real estate ads Giannis Bekoulis Johannes Deleu T. Demeester Chris Develder 18 29 0 27 Sep 2017
Long Short-Term Memory for Japanese Word Segmentation Yoshiaki Kitagawa Mamoru Komachi 11 25 0 23 Sep 2017
Learning Domain-Specific Word Embeddings from Sparse Cybersecurity Texts Arpita Roy Youngja Park Shimei Pan 18 33 0 21 Sep 2017
De-identification of medical records using conditional random fields and long short-term memory networks Zhipeng Jiang Chao Zhao Bin He Y. Guan Jingchi Jiang 25 30 0 20 Sep 2017
Empower Sequence Labeling with Task-Aware Neural Language Model Liyuan Liu Jingbo Shang Frank F. Xu Xiang Ren Huan Gui Jian-wei Peng Jiawei Han 9 338 0 13 Sep 2017
Capturing Long-range Contextual Dependencies with Memory-enhanced Conditional Random Fields Fei Liu Timothy Baldwin Trevor Cohn 13 18 0 12 Sep 2017
KnowNER: Incremental Multilingual Knowledge in Named Entity Recognition Dominic Seyler Tatiana Dembelova Luciano Del Corro Johannes Hoffart G. Weikum 17 3 0 11 Sep 2017
CloudScan - A configuration-free invoice analysis system using recurrent neural networks Rasmus Berg Palm Ole Winther Florian Laws 16 82 0 24 Aug 2017
Classification of Radiology Reports Using Neural Attention Models Bonggun Shin F. Chokshi Timothy Lee Jinho D. Choi 16 48 0 22 Aug 2017
Scientific Information Extraction with Semi-supervised Neural Tagging Yi Luan Mari Ostendorf Hannaneh Hajishirzi 16 94 0 21 Aug 2017
Dialogue Act Segmentation for Vietnamese Human-Human Conversational Texts Thi-Lan Ngo Khac Linh Pham Minh-Son Cao S. Pham X. Phan 8 6 0 16 Aug 2017
Unified Neural Architecture for Drug, Disease and Clinical Entity Recognition Sunil Kumar Sahu Ashish Anand 11 8 0 11 Aug 2017
Recent Trends in Deep Learning Based Natural Language Processing Tom Young Devamanyu Hazarika Soujanya Poria Erik Cambria 35 2,823 0 09 Aug 2017
Low-Rank Hidden State Embeddings for Viterbi Sequence Labeling Dung Ngoc Thai Shikhar Murty Trapit Bansal Luke Vilnis David Belanger Andrew McCallum BDL 16 0 0 02 Aug 2017
Reporting Score Distributions Makes a Difference: Performance Study of LSTM-networks for Sequence Tagging Nils Reimers Iryna Gurevych 13 433 0 31 Jul 2017
Putting Self-Supervised Token Embedding on the Tables Marc Szafraniec Gautier Marti Philippe Donnat SSL 24 1 0 28 Jul 2017
AMR Parsing using Stack-LSTMs Miguel Ballesteros Yaser Al-Onaizan 18 64 0 24 Jul 2017
Global Normalization of Convolutional Neural Networks for Joint Entity and Relation Classification Heike Adel Hinrich Schütze 14 77 0 24 Jul 2017
Reconstruction of Word Embeddings from Sub-Word Parameters K. Stratos 13 9 0 21 Jul 2017
Optimal Hyperparameters for Deep LSTM-Networks for Sequence Labeling Tasks Nils Reimers Iryna Gurevych 20 287 0 21 Jul 2017
A Sub-Character Architecture for Korean Language Processing K. Stratos 15 28 0 20 Jul 2017
Deep Active Learning for Named Entity Recognition Yanyao Shen Hyokun Yun Zachary Chase Lipton Y. Kronrod Anima Anandkumar HAI 20 454 0 19 Jul 2017
Neural Reranking for Named Entity Recognition Jie Yang Yue Zhang Fei Dong 14 32 0 17 Jul 2017
DocTag2Vec: An Embedding Based Multi-label Learning Approach for Document Tagging Sheng Chen Akshay Soni Aasish Pappu Yashar Mehdad VLM 3DV 11 30 0 14 Jul 2017
Weakly Supervised Cross-Lingual Named Entity Recognition via Effective Annotation and Representation Projection Jian Ni Georgiana Dinu Radu Florian 12 143 0 08 Jul 2017
Improving Multilingual Named Entity Recognition with Wikipedia Entity Type Mapping Jian Ni Radu Florian 6 33 0 08 Jul 2017
Align and Copy: UZH at SIGMORPHON 2017 Shared Task for Morphological Reinflection Peter Makarov T. Ruzsics Simon Clematide 24 53 0 05 Jul 2017
Recurrent neural networks with specialized word embeddings for health-domain named-entity recognition Inigo Jauregi Unanue E. Z. Borzeshi Massimo Piccardi 13 117 0 29 Jun 2017