Data Noising as Smoothing in Neural Network Language Models

7 March 2017

Jiwei Li

Dan Jurafsky

Papers citing "Data Noising as Smoothing in Neural Network Language Models"

30 / 80 papers shown

Title
Improving Robustness and Generality of NLP Models Using Disentangled Representations Jiawei Wu Xiaoya Li Xiang Ao Yuxian Meng Leilei Gan Jiwei Li OOD DRL 29 11 0 21 Sep 2020
Model Patching: Closing the Subgroup Performance Gap with Data Augmentation Karan Goel Albert Gu Yixuan Li Christopher Ré 104 121 0 15 Aug 2020
Semantic Equivalent Adversarial Data Augmentation for Visual Question Answering Ruixue Tang Chao Ma W. Zhang Qi Wu Xiaokang Yang OOD 69 49 0 19 Jul 2020
Adversarial Learning for Supervised and Semi-supervised Relation Extraction in Biomedical Literature P. Su K. Vijay-Shanker 20 2 0 08 May 2020
Syntax-aware Data Augmentation for Neural Machine Translation Sufeng Duan Hai Zhao Dongdong Zhang Rui Wang 52 16 0 29 Apr 2020
DeepSentiPers: Novel Deep Learning Models Trained Over Proposed Augmented Persian Sentiment Corpus Javad Pourmostafa Roshan Sharami Parsa Abbasi Sarabestani Seyed Abolghasem Mirroshandel 55 19 0 11 Apr 2020
Data Manipulation: Towards Effective Instance Learning for Neural Dialogue Generation via Learning to Augment and Reweight Hengyi Cai Hongshen Chen Yonghao Song Cheng Zhang Xiaofang Zhao Dawei Yin 168 71 0 06 Apr 2020
Cost-Sensitive BERT for Generalisable Sentence Classification with Imbalanced Data Harish Tayyar Madabushi E. Kochkina Michael Castelle 73 107 0 16 Mar 2020
Not Enough Data? Deep Learning to the Rescue! Ateret Anaby-Tavor Boaz Carmeli Esther Goldbraich Amir Kantor George Kour Segev Shlomov N. Tepper Naama Zwerdling 91 371 0 08 Nov 2019
BPE-Dropout: Simple and Effective Subword Regularization Ivan Provilkov Dmitrii Emelianenko Elena Voita 97 289 0 29 Oct 2019
Learning Data Manipulation for Augmentation and Weighting Zhiting Hu Bowen Tan Ruslan Salakhutdinov Tom Michael Mitchell Eric Xing 77 120 0 28 Oct 2019
GraphMix: Improved Training of GNNs for Semi-Supervised Learning Vikas Verma Meng Qu Kenji Kawaguchi Alex Lamb Yoshua Bengio Arno Solin Jian Tang 82 62 0 25 Sep 2019
Synthetic Data for Deep Learning Sergey I. Nikolenko 149 358 0 25 Sep 2019
AutoML: A Survey of the State-of-the-Art Xin He Kaiyong Zhao Xiaowen Chu 156 1,472 0 02 Aug 2019
Soft Contextual Data Augmentation for Neural Machine Translation Jinhua Zhu Fei Gao Lijun Wu Yingce Xia Tao Qin Wen-gang Zhou Xueqi Cheng Tie-Yan Liu 92 125 0 25 May 2019
Language Modeling through Long Term Memory Network A. Nugaliyadde K. Wong Ferdous Sohel Hong Xie KELM 47 17 0 18 Apr 2019
Integrating Semantic Knowledge to Tackle Zero-shot Text Classification Jingqing Zhang Piyawat Lertvittayakumjorn Yike Guo VLM 104 118 0 29 Mar 2019
EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks Jason W. Wei Kai Zou 119 1,965 0 31 Jan 2019
Conditional BERT Contextual Augmentation Xing Wu Shangwen Lv Liangjun Zang Jizhong Han Songlin Hu 73 315 0 17 Dec 2018
Text Data Augmentation Made Simple By Leveraging NLP Cloud APIs Claude Coulombe 74 120 0 05 Dec 2018
Improved Dynamic Memory Network for Dialogue Act Classification with Adversarial Training Yao Wan Wenqiang Yan Jianwei Gao Zhou Zhao Jian Wu Philip S. Yu 78 10 0 12 Nov 2018
Data Augmentation for Neural Online Chat Response Selection Wenchao Du A. Black 41 15 0 03 Sep 2018
Denoising Distant Supervision for Relation Extraction via Instance-Level Adversarial Training Xu Han Zhiyuan Liu Maosong Sun 62 16 0 28 May 2018
Pushing the bounds of dropout Gábor Melis Charles Blundell Tomás Kociský Karl Moritz Hermann Chris Dyer Phil Blunsom 49 13 0 23 May 2018
Token-level and sequence-level loss smoothing for RNN language models Maha Elbayad Laurent Besacier Jakob Verbeek 61 19 0 14 May 2018
Subword Regularization: Improving Neural Network Translation Models with Multiple Subword Candidates Taku Kudo 235 1,173 0 29 Apr 2018
Improving Variational Encoder-Decoders in Dialogue Generation Xiaoyu Shen Hui Su Shuzi Niu Vera Demberg DRL 92 99 0 06 Feb 2018
Alternating Multi-bit Quantization for Recurrent Neural Networks Chen Xu Jianqiang Yao Zhouchen Lin Wenwu Ou Yuanbin Cao Zhirong Wang H. Zha MQ 89 116 0 01 Feb 2018
Neural Text Generation: A Practical Guide Ziang Xie 57 46 0 27 Nov 2017
Robust Multilingual Part-of-Speech Tagging via Adversarial Training Michihiro Yasunaga Jungo Kasai Dragomir R. Radev 66 104 0 14 Nov 2017