Neural Architectures for Named Entity Recognition

4 March 2016

Papers citing "Neural Architectures for Named Entity Recognition"

50 / 1,166 papers shown

Title
Named Entity Recognition with stack residual LSTM and trainable bias decoding Q. Tran Andrew D. MacKinlay Antonio Jimeno Yepes 11 54 0 23 Jun 2017
Effective Spoken Language Labeling with Deep Recurrent Neural Networks Marco Dinarelli Yoann Dupont Isabelle Tellier 8 0 0 20 Jun 2017
A Survey Of Cross-lingual Word Embedding Models Sebastian Ruder Ivan Vulić Anders Søgaard 23 524 0 15 Jun 2017
Neural Models for Key Phrase Detection and Question Generation Sandeep Subramanian Tong Wang Xingdi Yuan Saizheng Zhang Yoshua Bengio Adam Trischler 27 60 0 14 Jun 2017
Joint Extraction of Entities and Relations Based on a Novel Tagging Scheme Suncong Zheng Feng Wang Hongyun Bao Yuexing Hao P. Zhou Bo Xu 3DV 13 614 0 07 Jun 2017
Label-Dependencies Aware Recurrent Neural Networks Yoann Dupont Marco Dinarelli Isabelle Tellier UQCV 16 20 0 06 Jun 2017
Morphological Embeddings for Named Entity Recognition in Morphologically Rich Languages Onur Güngör Eray Yildiz S. Uskudarli Tunga Güngör 14 10 0 01 Jun 2017
The Importance of Automatic Syntactic Features in Vietnamese Named Entity Recognition Thai-Hoang Pham Hong Phuong Le 3DV 18 11 0 29 May 2017
Deep Voice 2: Multi-Speaker Neural Text-to-Speech Sercan Ö. Arik G. Diamos Andrew Gibiansky John Miller Kainan Peng Ming-Yu Liu Jonathan Raiman Yanqi Zhou 17 494 0 24 May 2017
Grounded Recurrent Neural Networks Ankit Vani Yacine Jernite David Sontag AI4MH 28 24 0 23 May 2017
Second-Order Word Embeddings from Nearest Neighbor Topological Features Denis R. Newman-Griffis Eric Fosler-Lussier 21 7 0 23 May 2017
NeuroNER: an easy-to-use program for named-entity recognition based on neural networks Franck Dernoncourt Ji Young Lee Peter Szolovits 11 189 0 16 May 2017
End-to-end Recurrent Neural Network Models for Vietnamese Named Entity Recognition: Word-level vs. Character-level Thai-Hoang Pham Hong Phuong Le 3DV 15 46 0 11 May 2017
Ontology-Aware Token Embeddings for Prepositional Phrase Attachment Pradeep Dasigi Bridger Waleed Ammar Chris Dyer Eduard H. Hovy 16 30 0 08 May 2017
Joint RNN Model for Argument Component Boundary Detection Minglan Li Yang Gao Hui Wen Yang Du Haijing Liu Hao Wang 13 9 0 05 May 2017
Increasing Papers' Discoverability with Precise Semantic Labeling: the sci.AI Platform Roman Gurinovich A. Pashuk Y. Nikolsky Alex Dmitrievskij Oleg Kuryan Alexei Scerbacov Antonia Tiggre Elena Moroz Y. Petrovskiy 14 0 0 02 May 2017
Dependency Parsing with Dilated Iterated Graph CNNs Emma Strubell Andrew McCallum GNN 25 6 0 01 May 2017
Semi-supervised sequence tagging with bidirectional language models Matthew E. Peters Bridger Waleed Ammar Chandra Bhagavatula Russell Power 19 634 0 29 Apr 2017
Semi-supervised Multitask Learning for Sequence Labeling Marek Rei 22 247 0 24 Apr 2017
SwellShark: A Generative Model for Biomedical Named Entity Recognition without Labeled Data Jason Alan Fries Sen Wu Alex Ratner Christopher Ré MedIm 15 95 0 20 Apr 2017
Redefining Context Windows for Word Embedding Models: An Experimental Study Pierre Lison Andrey Kutuzov 10 32 0 19 Apr 2017
Multi-Task Learning of Keyphrase Boundary Classification Isabelle Augenstein Anders Søgaard 21 71 0 03 Apr 2017
Gate Activation Signal Analysis for Gated Recurrent Neural Networks and Its Correlation with Phoneme Boundaries Yu-Hsuan Wang Cheng-Tao Chung Hung-yi Lee 11 40 0 22 Mar 2017
Transfer Learning for Sequence Tagging with Hierarchical Recurrent Networks Zhilin Yang Ruslan Salakhutdinov William W. Cohen 15 351 0 18 Mar 2017
Making Neural QA as Simple as Possible but not Simpler Dirk Weissenborn Georg Wiese Laura Seiffe 8 209 0 14 Mar 2017
Reinforcement Learning for Transition-Based Mention Detection Georgiana Dinu Wael Hamza Radu Florian 16 1 0 13 Mar 2017
DRAGNN: A Transition-based Framework for Dynamically Connected Neural Networks Lingpeng Kong Chris Alberti D. Andor Ivan Bogatyy David J. Weiss GNN 42 34 0 13 Mar 2017
Are Emojis Predictable? Horacio Saggion Miguel Ballesteros Francesco Barbieri 13 123 0 23 Feb 2017
How to evaluate word embeddings? On importance of data efficiency and simple supervised tasks Stanislaw Jastrzebski Damian Lesniak Wojciech M. Czarnecki 19 77 0 07 Feb 2017
Fast and Accurate Entity Recognition with Iterated Dilated Convolutions Emma Strubell Pat Verga David Belanger Andrew McCallum 30 391 0 07 Feb 2017
Structured Attention Networks Yoon Kim Carl Denton Luong Hoang Alexander M. Rush 30 460 0 03 Feb 2017
Robust Multilingual Named Entity Recognition with Shallow Semi-Supervised Features Rodrigo Agerri German Rigau 27 93 0 31 Jan 2017
Drug-Drug Interaction Extraction from Biomedical Text Using Long Short Term Memory Network Sunil Kumar Sahu Ashish Anand 26 133 0 28 Jan 2017
Neural Models for Sequence Chunking Feifei Zhai Saloni Potdar Bing Xiang Bowen Zhou 25 125 0 15 Jan 2017
DyNet: The Dynamic Neural Network Toolkit Graham Neubig Chris Dyer Yoav Goldberg Austin Matthews Bridger Waleed Ammar ... Yusuke Oda Matthew Richardson Naomi Saphra Swabha Swayamdipta Pengcheng Yin 41 386 0 15 Jan 2017
Multi-level Representations for Fine-Grained Typing of Knowledge Base Entities Yadollah Yaghoobzadeh Hinrich Schütze OCL 20 39 0 08 Jan 2017
Shortcut Sequence Tagging Huijia Wu Jiajun Zhang Chengqing Zong 20 2 0 03 Jan 2017
Entity Identification as Multitasking K. Stratos 23 4 0 08 Dec 2016
When is multitask learning effective? Semantic sequence prediction under varying data conditions Héctor Martínez Alonso Barbara Plank 21 163 0 07 Dec 2016
Attending to Characters in Neural Sequence Labeling Models Marek Rei Gamal K. O. Crichton S. Pyysalo 37 187 0 14 Nov 2016
Towards Deep Learning in Hindi NER: An approach to tackle the Labelled Data Scarcity V. Athavale Shreenivas Bharadwaj Monik Pamecha Ameya Prabhu Manish Shrivastava 13 44 0 31 Oct 2016
Sequence Segmentation Using Joint RNN and Structured Prediction Models Yossi Adi Joseph Keshet E. Cibelli Matthew A. Goldrick 15 21 0 25 Oct 2016
Bidirectional LSTM-CRF for Clinical Concept Extraction Raghavendra Chalapathy E. Z. Borzeshi Massimo Piccardi 21 93 0 19 Oct 2016
An Empirical Exploration of Skip Connections for Sequential Tagging Huijia Wu Jiajun Zhang Chengqing Zong BDL 27 17 0 11 Oct 2016
Nonsymbolic Text Representation Hinrich Schütze Heike Adel Ehsaneddin Asgari MILM 14 19 0 03 Oct 2016
Optimizing Neural Network Hyperparameters with Gaussian Processes for Dialog Act Classification Franck Dernoncourt Ji Young Lee 11 26 0 27 Sep 2016
Modelling Radiological Language with Bidirectional Long Short-Term Memory Networks Savelie Cornegruta R. Bakewell S. Withey Giovanni Montana MedIm 12 79 0 27 Sep 2016
An Investigation of Recurrent Neural Architectures for Drug Name Recognition Raghavendra Chalapathy E. Z. Borzeshi Massimo Piccardi 10 39 0 24 Sep 2016
Multi-task Domain Adaptation for Sequence Tagging Nanyun Peng Mark Dredze 14 95 0 09 Aug 2016
Structured prediction models for RNN based sequence labeling in clinical text Abhyuday N. Jagannatha Hong-ye Yu 15 199 0 01 Aug 2016