Design Challenges and Misconceptions in Neural Sequence Labeling

12 June 2018

Jie Yang

Papers citing "Design Challenges and Misconceptions in Neural Sequence Labeling"

25 / 25 papers shown

Title
MISE: Meta-knowledge Inheritance for Social Media-Based Stressor Estimation Xin Wang Ling Feng Huijun Zhang Lei Cao Kaisheng Zeng Qi Li Yang Ding Yi Dai David A. Clifton 63 0 0 03 May 2025
DeepVar: An End-to-End Deep Learning Approach for Genomic Variant Recognition in Biomedical Literature Chaoran Cheng Fei Tan Zhi Wei 50 7 0 05 Jun 2020
Empower Sequence Labeling with Task-Aware Neural Language Model Liyuan Liu Jingbo Shang Frank F. Xu Xiang Ren Huan Gui Jian-wei Peng Jiawei Han 34 339 0 13 Sep 2017
Reporting Score Distributions Makes a Difference: Performance Study of LSTM-networks for Sequence Tagging Nils Reimers Iryna Gurevych 46 435 0 31 Jul 2017
Optimal Hyperparameters for Deep LSTM-Networks for Sequence Labeling Tasks Nils Reimers Iryna Gurevych 46 288 0 21 Jul 2017
Neural Reranking for Named Entity Recognition Jie Yang Yue Zhang Fei Dong 37 32 0 17 Jul 2017
Semi-supervised sequence tagging with bidirectional language models Matthew E. Peters Bridger Waleed Ammar Chandra Bhagavatula Russell Power 63 634 0 29 Apr 2017
Semi-supervised Multitask Learning for Sequence Labeling Marek Rei 51 247 0 24 Apr 2017
Transfer Learning for Sequence Tagging with Hierarchical Recurrent Networks Zhilin Yang Ruslan Salakhutdinov William W. Cohen 38 351 0 18 Mar 2017
Fast and Accurate Entity Recognition with Iterated Dilated Convolutions Emma Strubell Pat Verga David Belanger Andrew McCallum 61 392 0 07 Feb 2017
Neural Models for Sequence Chunking Feifei Zhai Saloni Potdar Bing Xiang Bowen Zhou 51 125 0 15 Jan 2017
A Joint Many-Task Model: Growing a Neural Network for Multiple NLP Tasks Kazuma Hashimoto Caiming Xiong Yoshimasa Tsuruoka R. Socher KELM 70 575 0 05 Nov 2016
Multi-Task Cross-Lingual Sequence Tagging from Scratch Zhilin Yang Ruslan Salakhutdinov William W. Cohen VLM 39 226 0 20 Mar 2016
Neural Architectures for Named Entity Recognition Guillaume Lample Miguel Ballesteros Sandeep Subramanian Kazuya Kawakami Chris Dyer 197 3,999 0 04 Mar 2016
End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF Xuezhe Ma Eduard H. Hovy 65 2,643 0 04 Mar 2016
Named Entity Recognition with Bidirectional LSTM-CNNs Jason P. C. Chiu Eric Nichols 67 1,890 0 26 Nov 2015
Finding Function in Form: Compositional Character Models for Open Vocabulary Word Representation Wang Ling Tiago Luís Luís Marujo Ramón Fernández Astudillo Silvio Amir Chris Dyer A. Black Isabel Trancoso CoGe 36 642 0 09 Aug 2015
Bidirectional LSTM-CRF Models for Sequence Tagging Zhiheng Huang Wenyuan Xu Kai Yu 153 3,999 0 09 Aug 2015
Boosting Named Entity Recognition with Neural Character Embeddings Cicero Nogueira dos Santos Victor Guimarães 43 340 0 19 May 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 268 43,154 0 11 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 673 149,474 0 22 Dec 2014
Lexicon Infused Phrase Embeddings for Named Entity Resolution Alexandre Passos Vineet Kumar Andrew McCallum NAI 45 311 0 22 Apr 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 273 33,445 0 16 Oct 2013
ADADELTA: An Adaptive Learning Rate Method Matthew D. Zeiler ODL 98 6,619 0 22 Dec 2012
Natural Language Processing (almost) from Scratch R. Collobert Jason Weston Léon Bottou Michael Karlen Koray Kavukcuoglu Pavel P. Kuksa 116 7,711 0 02 Mar 2011