v1v2 (latest)

Position-Aware Self-Attention based Neural Sequence Labeling

24 August 2019

Papers citing "Position-Aware Self-Attention based Neural Sequence Labeling"

29 / 29 papers shown

Title
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,175 0 11 Oct 2018
Robust Lexical Features for Improved Neural Network Named-Entity Recognition Abbas Ghaddar Philippe Langlais OffRL 48 87 0 09 Jun 2018
Self-Attentional Acoustic Models Matthias Sperber Jan Niehues Graham Neubig Sebastian Stüker A. Waibel 54 153 0 26 Mar 2018
Self-Attention with Relative Position Representations Peter Shaw Jakob Uszkoreit Ashish Vaswani 179 2,296 0 06 Mar 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 233 11,566 0 15 Feb 2018
Deep Semantic Role Labeling with Self-Attention Zhixing Tan Mingxuan Wang Jun Xie Yidong Chen X. Shi 67 310 0 05 Dec 2017
Does Higher Order LSTM Have Better Accuracy for Segmenting and Labeling Sequence Data? Yanzhe Zhang Xu Sun Shuming Ma Yang Yang Xuancheng Ren 47 9 0 22 Nov 2017
Robust Multilingual Part-of-Speech Tagging via Adversarial Training Michihiro Yasunaga Jungo Kasai Dragomir R. Radev 56 104 0 14 Nov 2017
DiSAN: Directional Self-Attention Network for RNN/CNN-Free Language Understanding Tao Shen Dinesh Manocha Guodong Long Jing Jiang Shirui Pan Chengqi Zhang 67 755 0 14 Sep 2017
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 59 340 0 13 Sep 2017
Deep Active Learning for Named Entity Recognition Yanyao Shen Hyokun Yun Zachary Chase Lipton Y. Kronrod Anima Anandkumar HAI 91 456 0 19 Jul 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 768 132,363 0 12 Jun 2017
Semi-supervised sequence tagging with bidirectional language models Matthew E. Peters Bridger Waleed Ammar Chandra Bhagavatula Russell Power 95 635 0 29 Apr 2017
Semi-supervised Multitask Learning for Sequence Labeling Marek Rei 70 247 0 24 Apr 2017
Transfer Learning for Sequence Tagging with Hierarchical Recurrent Networks Zhilin Yang Ruslan Salakhutdinov William W. Cohen 42 351 0 18 Mar 2017
A Structured Self-attentive Sentence Embedding Zhouhan Lin Minwei Feng Cicero Nogueira dos Santos Mo Yu Bing Xiang Bowen Zhou Yoshua Bengio 115 2,141 0 09 Mar 2017
Fast and Accurate Entity Recognition with Iterated Dilated Convolutions Emma Strubell Pat Verga David Belanger Andrew McCallum 102 396 0 07 Feb 2017
Neural Models for Sequence Chunking Feifei Zhai Saloni Potdar Bing Xiang Bowen Zhou 70 125 0 15 Jan 2017
A New Recurrent Neural CRF for Learning Non-linear Edge Features Shuming Ma Xu Sun 48 11 0 14 Nov 2016
Neural Architectures for Named Entity Recognition Guillaume Lample Miguel Ballesteros Sandeep Subramanian Kazuya Kawakami Chris Dyer 226 4,016 0 04 Mar 2016
End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF Xuezhe Ma Eduard H. Hovy 111 2,655 0 04 Mar 2016
Long Short-Term Memory-Networks for Machine Reading Jianpeng Cheng Li Dong Mirella Lapata AIMat RALM 109 1,123 0 25 Jan 2016
Named Entity Recognition with Bidirectional LSTM-CNNs Jason P. C. Chiu Eric Nichols 89 1,900 0 26 Nov 2015
Bidirectional LSTM-CRF Models for Sequence Tagging Zhiheng Huang Wenyuan Xu Kai Yu 184 4,033 0 09 Aug 2015
Structure Regularization for Structured Prediction: Theories and Experiments Xu Sun OffRL 48 62 0 23 Nov 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 578 27,327 0 01 Sep 2014
Lexicon Infused Phrase Embeddings for Named Entity Resolution Alexandre Passos Vineet Kumar Andrew McCallum NAI 81 313 0 22 Apr 2014
On the difficulty of training Recurrent Neural Networks Razvan Pascanu Tomas Mikolov Yoshua Bengio ODL 204 5,360 0 21 Nov 2012
Natural Language Processing (almost) from Scratch R. Collobert Jason Weston Léon Bottou Michael Karlen Koray Kavukcuoglu Pavel P. Kuksa 203 7,728 0 02 Mar 2011