Reporting Score Distributions Makes a Difference: Performance Study of LSTM-networks for Sequence Tagging

31 July 2017

Papers citing "Reporting Score Distributions Makes a Difference: Performance Study of LSTM-networks for Sequence Tagging"

16 / 66 papers shown

Title
Sequence-to-Sequence Data Augmentation for Dialogue Language Understanding Yutai Hou Yijia Liu Wanxiang Che Ting Liu 22 151 0 04 Jul 2018
NCRF++: An Open-source Neural Sequence Labeling Toolkit Jie Yang Yue Zhang 55 188 0 14 Jun 2018
Design Challenges and Misconceptions in Neural Sequence Labeling Jie Yang Shuailong Liang Yue Zhang 118 161 0 12 Jun 2018
Deep Reinforcement Learning for Chinese Zero pronoun Resolution Qingyu Yin Yu Zhang Weinan Zhang Ting Liu William Yang Wang 24 48 0 10 Jun 2018
Multilingual Neural Machine Translation with Task-Specific Attention Graeme W. Blackwood Miguel Ballesteros T. Ward 18 79 0 08 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 14 17 0 05 Jun 2018
Distilling Knowledge for Search-based Structured Prediction Yijia Liu Wanxiang Che Huaipeng Zhao Bing Qin Ting Liu 19 22 0 29 May 2018
Strong Baselines for Neural Semi-supervised Learning under Domain Shift Sebastian Ruder Barbara Plank 9 171 0 25 Apr 2018
Scheduled Multi-Task Learning: From Syntax to Translation E. Kiperwasser Miguel Ballesteros 9 82 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
Reinforced Co-Training Jiawei Wu Lei Li William Yang Wang OffRL 17 51 0 17 Apr 2018
Strong Baselines for Simple Question Answering over Knowledge Graphs with and without Neural Networks Salman Mohammed Peng Shi Jimmy J. Lin 23 105 0 05 Dec 2017
Optimal Hyperparameters for Deep LSTM-Networks for Sequence Labeling Tasks Nils Reimers Iryna Gurevych 20 287 0 21 Jul 2017
Deep Active Learning for Named Entity Recognition Yanyao Shen Hyokun Yun Zachary Chase Lipton Y. Kronrod Anima Anandkumar HAI 25 454 0 19 Jul 2017
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,746 0 26 Sep 2016
On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima N. Keskar Dheevatsa Mudigere J. Nocedal M. Smelyanskiy P. T. P. Tang ODL 296 2,890 0 15 Sep 2016