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"

50 / 269 papers shown

Title
Biomedical Named Entity Recognition via Reference-Set Augmented Bootstrapping Joel Mathew Shobeir Fakhraei J. Ambite 27 14 0 01 Jun 2019
Choosing Transfer Languages for Cross-Lingual Learning Yu-Hsiang Lin Chian-Yu Chen Jean Lee Zirui Li Yuyan Zhang ... Zhisong Zhang Xuezhe Ma Antonios Anastasopoulos Patrick Littell Graham Neubig 18 231 0 29 May 2019
Multitask Learning of Temporal Connectionism in Convolutional Networks using a Joint Distribution Loss Function to Simultaneously Identify Tools and Phase in Surgical Videos S. S. Mondal R. Sathish Debdoot Sheet 35 17 0 20 May 2019
Entity-Relation Extraction as Multi-Turn Question Answering Xiaoya Li Fan Yin Zijun Sun Xiayu Li Arianna Yuan Duo Chai Mingxin Zhou Jiwei Li 33 346 0 14 May 2019
Neural Chinese Named Entity Recognition via CNN-LSTM-CRF and Joint Training with Word Segmentation Fangzhao Wu Junxin Liu Chuhan Wu Yongfeng Huang Xing Xie 14 81 0 26 Apr 2019
Fine-Grained Named Entity Recognition using ELMo and Wikidata Cihan Dogan Aimore Dutra Adam Gara Alfredo Gemma Lei Shi Michael Sigamani Ella Walters 13 15 0 23 Apr 2019
Dialogue Act Classification with Context-Aware Self-Attention Vipul Raheja Joel R. Tetreault 22 102 0 04 Apr 2019
Benchmarking Approximate Inference Methods for Neural Structured Prediction Lifu Tu Kevin Gimpel BDL 33 17 0 01 Apr 2019
Text Processing Like Humans Do: Visually Attacking and Shielding NLP Systems Steffen Eger Gözde Gül Sahin Andreas Rucklé Ji-Ung Lee Claudia Schulz Mohsen Mesgar Krishnkant Swarnkar Edwin Simpson Iryna Gurevych AAML 43 156 0 27 Mar 2019
Left-to-Right Dependency Parsing with Pointer Networks Daniel Fernández-González Carlos Gómez-Rodríguez 26 58 0 20 Mar 2019
Syntax-aware Neural Semantic Role Labeling with Supertags Jungo Kasai Dan Friedman Robert Frank Dragomir R. Radev Owen Rambow VLM 28 37 0 12 Mar 2019
ETNLP: a visual-aided systematic approach to select pre-trained embeddings for a downstream task Xuan-Son Vu Thanh Tien Vu Son N. Tran Lili Jiang 26 6 0 11 Mar 2019
Exploring OpenStreetMap Availability for Driving Environment Understanding Yang Zheng I. Izzat J. Hansen 9 8 0 11 Mar 2019
SECNLP: A Survey of Embeddings in Clinical Natural Language Processing Katikapalli Subramanyam Kalyan S. Sangeetha 17 82 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 24 4 0 26 Feb 2019
Entity Recognition at First Sight: Improving NER with Eye Movement Information Nora Hollenstein Ce Zhang 6 52 0 26 Feb 2019
Star-Transformer Qipeng Guo Xipeng Qiu Pengfei Liu Yunfan Shao Xiangyang Xue Zheng-Wei Zhang 27 262 0 25 Feb 2019
Leveraging Knowledge Bases in LSTMs for Improving Machine Reading Bishan Yang Tom Michael Mitchell 13 245 0 25 Feb 2019
Visual Rhythm Prediction with Feature-Aligning Network Yutong Xie Haiyang Wang Yan Hao Zihao Xu 24 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 27 189 0 29 Jan 2019
Integrating Learning and Reasoning with Deep Logic Models G. Marra Francesco Giannini Michelangelo Diligenti Marco Gori NAI 29 56 0 14 Jan 2019
A New Concept of Deep Reinforcement Learning based Augmented General Sequence Tagging System Yu Wang Abhishek Patel Hongxia Jin VLM 21 2 0 26 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 16 113 0 14 Dec 2018
Contextualized Non-local Neural Networks for Sequence Learning Pengfei Liu Shuaichen Chang Xuanjing Huang Jian Tang Jackie C.K. Cheung 25 47 0 21 Nov 2018
Neural sequence labeling for Vietnamese POS Tagging and NER Tsuyoshi Adachi Hieu Nguyen Kiem S. Sakaino 3DV VLM 16 11 0 09 Nov 2018
A Dual-Attention Hierarchical Recurrent Neural Network for Dialogue Act Classification Ruizhe Li Chenghua Lin Matthew Collinson Xiao Li Guanyi Chen 23 50 0 22 Oct 2018
Named Entity Analysis and Extraction with Uncommon Words Xiaoshi Zhong Min Zhang Jagath Rajapakse 13 1 0 16 Oct 2018
Neural Adaptation Layers for Cross-domain Named Entity Recognition Bill Yuchen Lin Wei Lu 13 92 0 15 Oct 2018
Neural Segmental Hypergraphs for Overlapping Mention Recognition Bailin Wang Wei Lu GNN 22 127 0 03 Oct 2018
A Neural Transition-based Model for Nested Mention Recognition Bailin Wang Wei Lu Yu Wang Hongxia Jin 13 93 0 03 Oct 2018
Semi-Supervised Sequence Modeling with Cross-View Training Kevin Clark Minh-Thang Luong Christopher D. Manning Quoc V. Le SSL 6 333 0 22 Sep 2018
Toward a Standardized and More Accurate Indonesian Part-of-Speech Tagging Kemal Kurniawan Alham Fikri Aji 16 19 0 10 Sep 2018
SHOMA at Parseme Shared Task on Automatic Identification of VMWEs: Neural Multiword Expression Tagging with High Generalisation Shiva Taslimipoor Omid Rohanian 23 24 0 09 Sep 2018
Comparing CNN and LSTM character-level embeddings in BiLSTM-CRF models for chemical and disease named entity recognition Zenan Zhai Dat Quoc Nguyen Karin Verspoor 9 30 0 25 Aug 2018
Multiple Character Embeddings for Chinese Word Segmentation Jingkang Wang Jianing Zhou Jie Zhou Gongshen Liu 25 17 0 15 Aug 2018
Multi-Task Learning for Sequence Tagging: An Empirical Study Soravit Changpinyo Hexiang Hu Fei Sha 29 67 0 13 Aug 2018
Multimodal Language Analysis with Recurrent Multistage Fusion Paul Pu Liang Liu Ziyin Amir Zadeh Louis-Philippe Morency 30 198 0 12 Aug 2018
From POS tagging to dependency parsing for biomedical event extraction Dat Quoc Nguyen Karin Verspoor 19 35 0 11 Aug 2018
NCRF++: An Open-source Neural Sequence Labeling Toolkit Jie Yang Yue Zhang 58 188 0 14 Jun 2018
Design Challenges and Misconceptions in Neural Sequence Labeling Jie Yang Shuailong Liang Yue Zhang 118 161 0 12 Jun 2018
A Corpus with Multi-Level Annotations of Patients, Interventions and Outcomes to Support Language Processing for Medical Literature Benjamin E. Nye Junyi Jessy Li Roma Patel Yinfei Yang Iain J. Marshall A. Nenkova Byron C. Wallace 13 214 0 11 Jun 2018
Multi-Task Active Learning for Neural Semantic Role Labeling on Low Resource Conversational Corpus Fariz Ikhwantri Samuel Louvan Kemal Kurniawan Bagas Abisena V. Rachman A. Wicaksono Rahmad Mahendra 19 17 0 05 Jun 2018
Convolutional neural networks for chemical-disease relation extraction are improved with character-based word embeddings Dat Quoc Nguyen Karin Verspoor NAI MedIm 8 46 0 27 May 2018
Improving Aspect Term Extraction with Bidirectional Dependency Tree Representation Huaishao Luo Tianrui Li Bing-Quan Liu Bin Wang H. Unger 24 78 0 21 May 2018
Chinese NER Using Lattice LSTM Yue Zhang Jie Yang 16 665 0 05 May 2018
Stack-Pointer Networks for Dependency Parsing Xuezhe Ma Zecong Hu J. Liu Nanyun Peng Graham Neubig Eduard H. Hovy GNN 40 166 0 03 May 2018
An Annotated Corpus for Machine Reading of Instructions in Wet Lab Protocols Chaitanya Kulkarni Wei-ping Xu Alan Ritter R. Machiraju 16 62 0 01 May 2018
Label-aware Double Transfer Learning for Cross-Specialty Medical Named Entity Recognition Zhenghui Wang Yanru Qu Liheng Chen Jian Shen Weinan Zhang Shaodian Zhang Yimei Gao Gen Gu Ken Chen Yong Yu 22 64 0 24 Apr 2018
Parsing Tweets into Universal Dependencies Yijia Liu Yi Zhu Wanxiang Che Bing Qin Nathan Schneider Noah A. Smith 16 74 0 23 Apr 2018
Joint entity recognition and relation extraction as a multi-head selection problem Giannis Bekoulis Johannes Deleu Thomas Demeester Chris Develder 14 371 0 20 Apr 2018