Papers citing 'End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF'

Title
An Empirical Study of Discriminative Sequence Labeling Models for Vietnamese Text Processing Hong Phuong Le Pham Quang Nhat Minh Thai-Hoang Pham Tuan A. Tran Dang-Minh Nguyen 85 4 0 30 Aug 2017
Scientific Information Extraction with Semi-supervised Neural Tagging Yi Luan Mari Ostendorf Hannaneh Hajishirzi 162 97 0 21 Aug 2017
Unified Neural Architecture for Drug, Disease and Clinical Entity Recognition Sunil Kumar Sahu Ashish Anand 73 9 0 11 Aug 2017
Reporting Score Distributions Makes a Difference: Performance Study of LSTM-networks for Sequence Tagging Nils Reimers Iryna Gurevych 209 447 0 31 Jul 2017
Language modeling with Neural trans-dimensional random fields Bin Wang Zhijian Ou 162 17 0 23 Jul 2017
Reconstruction of Word Embeddings from Sub-Word Parameters K. Stratos 77 9 0 21 Jul 2017
Optimal Hyperparameters for Deep LSTM-Networks for Sequence Labeling Tasks Nils Reimers Iryna Gurevych 161 304 0 21 Jul 2017
A Sub-Character Architecture for Korean Language Processing K. Stratos 121 30 0 20 Jul 2017
Neural Reranking for Named Entity Recognition Jie Yang Yue Zhang Fei Dong 116 33 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 115 34 0 14 Jul 2017
Adversarial Dropout for Supervised and Semi-supervised Learning Sungrae Park Jun-Keon Park Su-Jin Shin Il-Chul Moon GAN 165 181 0 12 Jul 2017
Named Entity Recognition with stack residual LSTM and trainable bias decoding Q. Tran Andrew D. MacKinlay Antonio Jimeno Yepes 148 57 0 23 Jun 2017
Effective Spoken Language Labeling with Deep Recurrent Neural Networks Marco Dinarelli Yoann Dupont Isabelle Tellier 60 0 0 20 Jun 2017
A Mixture Model for Learning Multi-Sense Word Embeddings Dai Quoc Nguyen Dat Quoc Nguyen Ashutosh Modi Stefan Thater Manfred Pinkal 176 38 0 15 Jun 2017
Label-Dependencies Aware Recurrent Neural NetworksConference on Intelligent Text Processing and Computational Linguistics (CICLing), 2017 Yoann Dupont Marco Dinarelli Isabelle Tellier UQCV 68 20 0 06 Jun 2017
Morphological Embeddings for Named Entity Recognition in Morphologically Rich Languages Onur Güngör Eray Yildiz S. Uskudarli Tunga Güngör 119 10 0 01 Jun 2017
Softmax Q-Distribution Estimation for Structured Prediction: A Theoretical Interpretation for RAML Xuezhe Ma Pengcheng Yin J. Liu Graham Neubig Eduard H. Hovy 131 19 0 19 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 131 49 0 11 May 2017
Semi-supervised sequence tagging with bidirectional language models Matthew E. Peters Bridger Waleed Ammar Chandra Bhagavatula Russell Power 207 653 0 29 Apr 2017
Neural End-to-End Learning for Computational Argumentation Mining Steffen Eger Johannes Daxenberger Iryna Gurevych 121 208 0 20 Apr 2017
Character-based Joint Segmentation and POS Tagging for Chinese using Bidirectional RNN-CRF Yan Shao Christian Hardmeier Jörg Tiedemann Joakim Nivre 198 107 0 05 Apr 2017
Transfer Learning for Sequence Tagging with Hierarchical Recurrent Networks Zhilin Yang Ruslan Salakhutdinov William W. Cohen 177 354 0 18 Mar 2017
Joint Learning of Correlated Sequence Labelling Tasks Using Bidirectional Recurrent Neural Networks Vardaan Pahuja Anirban Laha Shachar Mirkin V. Raykar Lili Kotlerman Guy Lev 174 33 0 14 Mar 2017
On the Origin of Deep Learning Haohan Wang Bhiksha Raj MedIm 3DV VLM 310 234 0 24 Feb 2017
Fast and Accurate Entity Recognition with Iterated Dilated ConvolutionsConference on Empirical Methods in Natural Language Processing (EMNLP), 2017 Emma Strubell Pat Verga David Belanger Andrew McCallum 371 419 0 07 Feb 2017
Robust Multilingual Named Entity Recognition with Shallow Semi-Supervised FeaturesArtificial Intelligence (AIJ), 2016 Rodrigo Agerri German Rigau 106 96 0 31 Jan 2017
Neural Models for Sequence ChunkingAAAI Conference on Artificial Intelligence (AAAI), 2017 Feifei Zhai Saloni Potdar Bing Xiang Bowen Zhou 170 128 0 15 Jan 2017
Multi-level Representations for Fine-Grained Typing of Knowledge Base EntitiesConference of the European Chapter of the Association for Computational Linguistics (EACL), 2017 Yadollah Yaghoobzadeh Hinrich Schütze OCL 234 39 0 08 Jan 2017
Neural Probabilistic Model for Non-projective MST ParsingInternational Joint Conference on Natural Language Processing (IJCNLP), 2017 Xuezhe Ma Eduard H. Hovy 254 45 0 04 Jan 2017
When is multitask learning effective? Semantic sequence prediction under varying data conditions Héctor Martínez Alonso Barbara Plank 156 166 0 07 Dec 2016
A Feature-Enriched Neural Model for Joint Chinese Word Segmentation and Part-of-Speech Tagging Xinchi Chen Xipeng Qiu Xuanjing Huang 74 31 0 16 Nov 2016
A Joint Many-Task Model: Growing a Neural Network for Multiple NLP Tasks Kazuma Hashimoto Caiming Xiong Yoshimasa Tsuruoka R. Socher KELM 411 585 0 05 Nov 2016
Nonsymbolic Text Representation Hinrich Schütze Heike Adel Ehsaneddin Asgari MILM 276 19 0 03 Oct 2016
Dropout with Expectation-linear Regularization Xuezhe Ma Yingkai Gao Zhiting Hu Yaoliang Yu Yuntian Deng Eduard H. Hovy UQCV 198 52 0 26 Sep 2016
Multi-task Domain Adaptation for Sequence Tagging Nanyun Peng Mark Dredze 169 95 0 09 Aug 2016
Neural Morphological Tagging from Characters for Morphologically Rich Languages G. Heigold G. Neumann Josef van Genabith 3DV 136 27 0 21 Jun 2016
Word Representation Models for Morphologically Rich Languages in Neural Machine Translation Ekaterina Vylomova Trevor Cohn Xuanli He Gholamreza Haffari 3DV 147 51 0 14 Jun 2016
Harnessing Deep Neural Networks with Logic Rules Zhiting Hu Xuezhe Ma Zhengzhong Liu Eduard H. Hovy Eric Xing AI4CE NAI 261 628 0 21 Mar 2016
Improving Named Entity Recognition for Chinese Social Media with Word Segmentation Representation Learning Nanyun Peng Mark Dredze 158 22 0 02 Mar 2016