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

4 March 2016

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

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Title
SECNLP: A Survey of Embeddings in Clinical Natural Language ProcessingJournal of Biomedical Informatics (JBI), 2019 Katikapalli Subramanyam Kalyan S. Sangeetha 304 90 0 04 Mar 2019
Multi-Task Learning with Contextualized Word Representations for Extented Named Entity Recognition Thai-Hoang Pham Khai Mai M. T. Nguyen Nguyen Tuan Duc Danushka Bollegala Ryohei Sasano Satoshi Sekine 165 4 0 26 Feb 2019
Entity Recognition at First Sight: Improving NER with Eye Movement InformationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2019 Nora Hollenstein Ce Zhang 212 58 0 26 Feb 2019
Star-Transformer Qipeng Guo Xipeng Qiu Pengfei Liu Yunfan Shao Xiangyang Xue Zheng Zhang 264 282 0 25 Feb 2019
Leveraging Knowledge Bases in LSTMs for Improving Machine Reading Bishan Yang Tom Michael Mitchell 145 256 0 25 Feb 2019
The ARIEL-CMU Systems for LoReHLT18 Aditi Chaudhary Siddharth Dalmia Junjie Hu Xinjian Li Austin Matthews ... Shabnam Tafreshi Mona T. Diab Efsun Sarioglu Kayi N. Farra Kathleen McKeown VLM 127 5 0 24 Feb 2019
Pretrained language model transfer on neural named entity recognition in Indonesian conversational texts Rezka Leonandya Fariz Ikhwantri 68 4 0 21 Feb 2019
Aspect Specific Opinion Expression Extraction using Attention based LSTM-CRF Network Abhishek Laddha Arjun Mukherjee 84 2 0 07 Feb 2019
Visual Rhythm Prediction with Feature-Aligning Network Yutong Xie Haiyang Wang Yan Hao Zihao Xu 82 5 0 29 Jan 2019
Glyce: Glyph-vectors for Chinese Character Representations Yuxian Meng Wei Wu Fei Wang Xiaoya Li Ping Nie J. Mei Muyu Li Qinghong Han Xiaofei Sun Jiwei Li VLM 412 203 0 29 Jan 2019
Integrating Learning and Reasoning with Deep Logic Models G. Marra Francesco Giannini Michelangelo Diligenti Marco Gori NAI 173 60 0 14 Jan 2019
A neural joint model for Vietnamese word segmentation, POS tagging and dependency parsing Dat Quoc Nguyen 182 12 0 30 Dec 2018
A New Concept of Deep Reinforcement Learning based Augmented General Sequence Tagging System Yu Wang Abhishek Patel Hongxia Jin VLM 71 2 0 26 Dec 2018
Neural networks versus Logistic regression for 30 days all-cause readmission prediction Ahmed Allam M. Nagy G. Thoma Michael Krauthammer 96 62 0 22 Dec 2018
A Survey on Deep Learning for Named Entity Recognition Junlin Li Aixin Sun Jianglei Han Chenliang Li 3DV 317 1,332 0 22 Dec 2018
Attend, Copy, Parse -- End-to-end information extraction from documents Rasmus Berg Palm Florian Laws Ole Winther 170 66 0 18 Dec 2018
A Neural Multi-Task Learning Framework to Jointly Model Medical Named Entity Recognition and Normalization Sendong Zhao Ting Liu Sicheng Zhao Fei Wang MedIm 194 120 0 14 Dec 2018
Exploring the importance of context and embeddings in neural NER models for task-oriented dialogue systems P. Jayarao Chirag Jain Aman Srivastava 121 5 0 06 Dec 2018
One for All: Neural Joint Modeling of Entities and Events T. Nguyen Thien Huu Nguyen 90 144 0 01 Dec 2018
Challenges in the Automatic Analysis of Students' Diagnostic Reasoning Claudia Schulz Christian M. Meyer Michael Sailer J. Kiesewetter Elisabeth Bauer F. Fischer M. Fischer Iryna Gurevych 68 17 0 26 Nov 2018
Combining neural and knowledge-based approaches to Named Entity Recognition in Polish Slawomir Dadas 147 8 0 26 Nov 2018
Contextualized Non-local Neural Networks for Sequence LearningAAAI Conference on Artificial Intelligence (AAAI), 2018 Pengfei Liu Shuaichen Chang Xuanjing Huang Jian Tang Jackie C.K. Cheung 134 47 0 21 Nov 2018
Saliency Supervision: An Intuitive and Effective Approach for Pain Intensity RegressionInternational Conference on Neural Information Processing (ICONIP), 2018 Conghui Li Zhaocheng Zhu Yuming Zhao CVBM 101 1 0 16 Nov 2018
Melodic Phrase Segmentation By Deep Neural Networks Y. Guan Jinyu Zhao Yiqin Qiu Zheng Zhang Gus Xia 81 12 0 14 Nov 2018
A Unified Model for Opinion Target Extraction and Target Sentiment Prediction Xin Li Lidong Bing Piji Li Wai Lam 153 337 0 13 Nov 2018
Syntax Helps ELMo Understand Semantics: Is Syntax Still Relevant in a Deep Neural Architecture for SRL? Emma Strubell Andrew McCallum 130 7 0 12 Nov 2018
Long Short-Term Memory with Dynamic Skip ConnectionsAAAI Conference on Artificial Intelligence (AAAI), 2018 Tao Gui Tao Gui Lujun Zhao Y. Lin Minlong Peng Jingjing Gong Xuanjing Huang 135 29 0 09 Nov 2018
Neural sequence labeling for Vietnamese POS Tagging and NERConference on Research, Innovation and Vision for the Future in Computing & Communication Technologies (VFCCT), 2018 Tsuyoshi Adachi Hieu Nguyen Kiem S. Sakaino 3DV VLM 223 12 0 09 Nov 2018
microNER: A Micro-Service for German Named Entity Recognition based on BiLSTM-CRFConference on Natural Language Processing (NLP), 2018 Gregor Wiedemann Raghav Jindal Chris Biemann 64 1 0 07 Nov 2018
Neural CRF transducers for sequence labeling Kai-Mo Hu Zhijian Ou Min Hu Junlan Feng 87 5 0 04 Nov 2018
Elastic CRFs for Open-ontology Slot Filling Yinpei Dai Yichi Zhang Hong Liu Zhijian Ou Yanmeng Wang Junlan Feng 199 2 0 04 Nov 2018
A Bayesian Approach for Sequence Tagging with Crowds Edwin Simpson Iryna Gurevych NoLa 272 4 0 02 Nov 2018
Online Embedding Compression for Text Classification using Low Rank Matrix Factorization Anish Acharya Rahul Goel A. Metallinou Inderjit Dhillon 191 65 0 01 Nov 2018
Effective Feature Representation for Clinical Text Concept Extraction Yifeng Tao B. Godefroy Guillaume Genthial Christopher Potts 256 8 0 31 Oct 2018
Attentive Neural Network for Named Entity Recognition in Vietnamese Kim Anh Nguyen Ngan T. Dong K. Nguyen 137 12 0 31 Oct 2018
GraphIE: A Graph-Based Framework for Information Extraction Yujie Qian Enrico Santus Zhijing Jin Jiang Guo Regina Barzilay GNN 198 118 0 31 Oct 2018
Learning Better Internal Structure of Words for Sequence Labeling Yingwei Xin Ethan Hart Vibhuti Mahajan Jean-David Ruvini SSL NAI 122 38 0 29 Oct 2018
Parsing Coordination for Spoken Language Understanding Sanchit Agarwal Rahul Goel Tagyoung Chung Abhishek Sethi Arindam Mandal Spyros Matsoukas 123 1 0 26 Oct 2018
A Dual-Attention Hierarchical Recurrent Neural Network for Dialogue Act Classification Ruizhe Li Chenghua Lin Matthew Collinson Xiao Li Guanyi Chen 250 56 0 22 Oct 2018
Modeling Composite Labels for Neural Morphological Tagging Alexander Tkachenko Kairit Sirts NoLa 112 16 0 20 Oct 2018
pioNER: Datasets and Baselines for Armenian Named Entity Recognition Tsolak Ghukasyan G. Davtyan K. Avetisyan I. Andrianov 97 9 0 19 Oct 2018
Large Language Models for Few-Shot Named Entity Recognition Xiaoshi Zhong Xiaoshi Zhong Erik Cambria Jagath Rajapakse 104 1 0 16 Oct 2018
Neural Adaptation Layers for Cross-domain Named Entity Recognition Bill Yuchen Lin Wei Lu 186 95 0 15 Oct 2018
Sentence Segmentation for Classical Chinese Based on LSTM with Radical Embedding Xu Han Hongsu Wang Sanqian Zhang Qunchao Fu Jing Liu 57 15 0 05 Oct 2018
Italian Event Detection Goes Deep Learning Tommaso Caselli 40 4 0 04 Oct 2018
Neural Segmental Hypergraphs for Overlapping Mention Recognition Bailin Wang Wei Lu GNN 143 140 0 03 Oct 2018
A Neural Transition-based Model for Nested Mention Recognition Bailin Wang Wei Lu Yu Wang Hongxia Jin 128 98 0 03 Oct 2018
A Deep Learning Architecture for De-identification of Patient Notes: Implementation and Evaluation Kaung Khin Philipp Burckhardt R. Padman 150 38 0 03 Oct 2018
Efficient Sequence Labeling with Actor-Critic Training Saeed Najafi Colin Cherry Grzegorz Kondrak 81 8 0 30 Sep 2018
Neural Entity Reasoner for Global Consistency in NER Xiaoxiao Yin Daqi Zheng Zhengdong Lu Ruifang Liu NAI LRM 121 8 0 30 Sep 2018