Bidirectional LSTM-CRF Models for Sequence Tagging

9 August 2015

Papers citing "Bidirectional LSTM-CRF Models for Sequence Tagging"

50 / 623 papers shown

Title
Connecting Pixels to Privacy and Utility: Automatic Redaction of Private Information in Images Tribhuvanesh Orekondy Mario Fritz Bernt Schiele PICV 79 82 0 04 Dec 2017
Complex Structure Leads to Overfitting: A Structure Regularization Decoding Method for Natural Language Processing Xu Sun Weiwei Sun Shuming Ma Xuancheng Ren Yanzhe Zhang Wenjie Li Houfeng Wang 65 8 0 25 Nov 2017
Effective Use of Bidirectional Language Modeling for Transfer Learning in Biomedical Named Entity Recognition Devendra Singh Sachan P. Xie Mrinmaya Sachan Eric Xing MedIm 98 56 0 21 Nov 2017
A Discourse-Level Named Entity Recognition and Relation Extraction Dataset for Chinese Literature Text Jingjing Xu Ji Wen Xu Sun Qi Su 71 56 0 19 Nov 2017
Training Simplification and Model Simplification for Deep Learning: A Minimal Effort Back Propagation Method Xu Sun Xuancheng Ren Shuming Ma Bingzhen Wei Wei Li Jingjing Xu Houfeng Wang Yi Zhang 56 24 0 17 Nov 2017
Dialogue Act Recognition via CRF-Attentive Structured Network Zheqian Chen Rongqin Yang Zhou Zhao Deng Cai Xiaofei He 78 92 0 15 Nov 2017
A Sequential Neural Encoder with Latent Structured Description for Modeling Sentences Yu-Ping Ruan Qian Chen Zhenhua Ling 36 11 0 15 Nov 2017
From Word Segmentation to POS Tagging for Vietnamese Dat Quoc Nguyen Thanh Tien Vu Dai Quoc Nguyen Mark Dras Mark Johnson 68 31 0 14 Nov 2017
Robust Multilingual Part-of-Speech Tagging via Adversarial Training Michihiro Yasunaga Jungo Kasai Dragomir R. Radev 69 104 0 14 Nov 2017
Event Identification as a Decision Process with Non-linear Representation of Text Yukun Yan Daqi Zheng Zhengdong Lu Sen Song 51 6 0 03 Oct 2017
Graph Convolutional Networks for Named Entity Recognition A. Cetoli Stefano Bragaglia Andrew D. O'Harney Marc Sloan GNN 61 45 0 28 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 45 30 0 20 Sep 2017
Cross-lingual Word Segmentation and Morpheme Segmentation as Sequence Labelling Yan Shao 47 7 0 12 Sep 2017
Capturing Long-range Contextual Dependencies with Memory-enhanced Conditional Random Fields Fei Liu Timothy Baldwin Trevor Cohn 49 18 0 12 Sep 2017
Combining Discrete and Neural Features for Sequence Labeling Jie Yang Zhiyang Teng Meishan Zhang Yue Zhang 86 71 0 24 Aug 2017
Scientific Information Extraction with Semi-supervised Neural Tagging Yi Luan Mari Ostendorf Hannaneh Hajishirzi 90 95 0 21 Aug 2017
Expanding Abbreviations in a Strongly Inflected Language: Are Morphosyntactic Tags Sufficient? Piotr Żelasko 23 1 0 20 Aug 2017
Applying Deep Bidirectional LSTM and Mixture Density Network for Basketball Trajectory Prediction Yu Zhao Rennong Yang Guillaume Chevalier R. Shah Rob Romijnders 52 62 0 19 Aug 2017
Natural Language Processing: State of The Art, Current Trends and Challenges Diksha Khurana Aditya Koli Kiran Khatter Sukhdev Singh 65 1,073 0 17 Aug 2017
Recent Trends in Deep Learning Based Natural Language Processing Tom Young Devamanyu Hazarika Soujanya Poria Min Zhang 97 2,846 0 09 Aug 2017
Reporting Score Distributions Makes a Difference: Performance Study of LSTM-networks for Sequence Tagging Nils Reimers Iryna Gurevych 87 437 0 31 Jul 2017
Optimal Hyperparameters for Deep LSTM-Networks for Sequence Labeling Tasks Nils Reimers Iryna Gurevych 94 292 0 21 Jul 2017
Deep Active Learning for Named Entity Recognition Yanyao Shen Hyokun Yun Zachary Chase Lipton Y. Kronrod Anima Anandkumar HAI 105 457 0 19 Jul 2017
Neural Reranking for Named Entity Recognition Jie Yang Yue Zhang Fei Dong 73 32 0 17 Jul 2017
Multitask Learning for Fine-Grained Twitter Sentiment Analysis Georgios Balikas Simon Moura Massih-Reza Amini 50 91 0 12 Jul 2017
Effective Spoken Language Labeling with Deep Recurrent Neural Networks Marco Dinarelli Yoann Dupont Isabelle Tellier 15 0 0 20 Jun 2017
meProp: Sparsified Back Propagation for Accelerated Deep Learning with Reduced Overfitting Xu Sun Xuancheng Ren Shuming Ma Houfeng Wang 87 158 0 19 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 107 617 0 07 Jun 2017
The Importance of Automatic Syntactic Features in Vietnamese Named Entity Recognition Thai-Hoang Pham Hong Phuong Le 3DV 61 11 0 29 May 2017
Bidirectional Beam Search: Forward-Backward Inference in Neural Sequence Models for Fill-in-the-Blank Image Captioning Q. Sun Stefan Lee Dhruv Batra BDL 84 44 0 24 May 2017
On-the-fly Operation Batching in Dynamic Computation Graphs Graham Neubig Yoav Goldberg Chris Dyer 76 60 0 22 May 2017
Universal Dependencies Parsing for Colloquial Singaporean English Hongmin Wang Yue Zhang GuangYong Leonard Chan Jie Yang Hai Leong Chieu 71 29 0 18 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 76 46 0 11 May 2017
Model Transfer for Tagging Low-resource Languages using a Bilingual Dictionary Meng Fang Trevor Cohn 79 73 0 01 May 2017
Joint POS Tagging and Dependency Parsing with Transition-based Neural Networks Liner Yang Meishan Zhang Yang Liu Nan Yu Maosong Sun Guohong Fu 56 27 0 25 Apr 2017
Semi-supervised Multitask Learning for Sequence Labeling Marek Rei 85 247 0 24 Apr 2017
Bandit Structured Prediction for Neural Sequence-to-Sequence Learning Julia Kreutzer Artem Sokolov Stefan Riezler 85 49 0 21 Apr 2017
Neural End-to-End Learning for Computational Argumentation Mining Steffen Eger Johannes Daxenberger Iryna Gurevych 77 193 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 95 106 0 05 Apr 2017
Transfer Learning for Sequence Tagging with Hierarchical Recurrent Networks Zhilin Yang Ruslan Salakhutdinov William W. Cohen 61 352 0 18 Mar 2017
DRAGNN: A Transition-based Framework for Dynamically Connected Neural Networks Lingpeng Kong Chris Alberti D. Andor Ivan Bogatyy David J. Weiss GNN 76 34 0 13 Mar 2017
Fast and Accurate Entity Recognition with Iterated Dilated Convolutions Emma Strubell Pat Verga David Belanger Andrew McCallum 126 396 0 07 Feb 2017
Neural Models for Sequence Chunking Feifei Zhai Saloni Potdar Bing Xiang Bowen Zhou 83 125 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 126 386 0 15 Jan 2017
When is multitask learning effective? Semantic sequence prediction under varying data conditions Héctor Martínez Alonso Barbara Plank 82 163 0 07 Dec 2016
Domain Adaptation for Named Entity Recognition in Online Media with Word Embeddings Vivek Kulkarni Yashar Mehdad T. Chevalier 65 8 0 01 Dec 2016
Attending to Characters in Neural Sequence Labeling Models Marek Rei Gamal K. O. Crichton S. Pyysalo 109 187 0 14 Nov 2016
F-Score Driven Max Margin Neural Network for Named Entity Recognition in Chinese Social Media Hangfeng He Xu Sun 64 123 0 14 Nov 2016
A FOFE-based Local Detection Approach for Named Entity Recognition and Mention Detection Mingbin Xu Hui Jiang 47 15 0 02 Nov 2016
A Language-independent and Compositional Model for Personality Trait Recognition from Short Texts Fei Liu Julien Perez Scott Nowson 51 47 0 14 Oct 2016