Adversarial Multi-task Learning for Text Classification

19 April 2017

Xipeng Qiu

Xuanjing Huang

Papers citing "Adversarial Multi-task Learning for Text Classification"

30 / 80 papers shown

Title
Dual Adversarial Co-Learning for Multi-Domain Text Classification Yuan Wu Yuhong Guo 11 25 0 18 Sep 2019
Exploring Domain Shift in Extractive Text Summarization Danqing Wang Pengfei Liu Ming Zhong Jie Fu Xipeng Qiu Xuanjing Huang 29 36 0 30 Aug 2019
Empirical Evaluation of Multi-task Learning in Deep Neural Networks for Natural Language Processing Jianquan Li Xiaokang Liu Wenpeng Yin Min Yang Liqun Ma Yaohong Jin AIMat 30 13 0 16 Aug 2019
BAM! Born-Again Multi-Task Networks for Natural Language Understanding Kevin Clark Minh-Thang Luong Urvashi Khandelwal Christopher D. Manning Quoc V. Le 27 228 0 10 Jul 2019
Hierarchical Taxonomy-Aware and Attentional Graph Capsule RCNNs for Large-Scale Multi-Label Text Classification Hao Peng Jianxin Li Qiran Gong Senzhang Wang Lifang He Bo Li Lihong Wang Philip S. Yu GNN 14 141 0 09 Jun 2019
Attentive Single-Tasking of Multiple Tasks Kevis-Kokitsi Maninis Ilija Radosavovic Iasonas Kokkinos 77 245 0 18 Apr 2019
Multi-task Learning for Chinese Word Usage Errors Detection Jinbin Zhang Heng Wang 22 1 0 03 Apr 2019
A Principled Approach for Learning Task Similarity in Multitask Learning Changjian Shui Mahdieh Abbasi Louis-Émile Robitaille Boyu Wang Christian Gagné 29 56 0 21 Mar 2019
BERT for Joint Intent Classification and Slot Filling Qian Chen Zhu Zhuo Wen Wang VLM 31 546 0 28 Feb 2019
Star-Transformer Qipeng Guo Xipeng Qiu Pengfei Liu Yunfan Shao Xiangyang Xue Zheng-Wei Zhang 27 262 0 25 Feb 2019
Face Completion with Semantic Knowledge and Collaborative Adversarial Learning Haofu Liao G. Funka-Lea Yefeng Zheng Jiebo Luo S. Kevin Zhou GAN CVBM 41 25 0 08 Dec 2018
A multi-task deep learning model for the classification of Age-related Macular Degeneration Qingyu Chen Yifan Peng T. Keenan S. Dharssi Elvira Agrón W. Wong E. Chew Zhiyong Lu BDL MedIm 29 45 0 02 Dec 2018
Estimation of Inter-Sentiment Correlations Employing Deep Neural Network Models Xinzhi Wang Shengcheng Yuan Hui Zhang Yi Liu 25 4 0 24 Nov 2018
Multi-label Multi-task Deep Learning for Behavioral Coding James Gibson David C. Atkins Torrey A. Creed Zac E. Imel P. Georgiou Shrikanth Narayanan 25 32 0 29 Oct 2018
Learning Robust, Transferable Sentence Representations for Text Classification Wasi Uddin Ahmad Xueying Bai Nanyun Peng Kai-Wei Chang AI4TS OOD 25 5 0 28 Sep 2018
Generative Adversarial Network in Medical Imaging: A Review Xin Yi Ekta Walia P. Babyn GAN MedIm 33 1,373 0 19 Sep 2018
Topic Memory Networks for Short Text Classification Jichuan Zeng Jing Li Yan Song Cuiyun Gao Michael R. Lyu Irwin King BDL 16 131 0 11 Sep 2018
Adversarial Domain Adaptation for Duplicate Question Detection Darsh J. Shah Tao Lei Alessandro Moschitti Salvatore Romeo Preslav Nakov 38 74 0 07 Sep 2018
Transfer Learning for Context-Aware Question Matching in Information-seeking Conversations in E-commerce Minghui Qiu Liu Yang Feng Ji Weipeng Zhao Wenmeng Zhou Jun Huang Haiqing Chen W. Bruce Croft Wei Lin 28 24 0 14 Jun 2018
Neural Machine Translation for Bilingually Scarce Scenarios: A Deep Multi-task Learning Approach Poorya Zaremoodi Gholamreza Haffari 22 19 0 11 May 2018
Strong Baselines for Neural Semi-supervised Learning under Domain Shift Sebastian Ruder Barbara Plank 17 171 0 25 Apr 2018
Same Representation, Different Attentions: Shareable Sentence Representation Learning from Multiple Tasks Renjie Zheng Junkun Chen Xipeng Qiu 32 30 0 22 Apr 2018
Neural Aesthetic Image Reviewer Wenshan Wang Su Yang Weishan Zhang Jiulong Zhang 22 38 0 28 Feb 2018
Multi-task Learning of Pairwise Sequence Classification Tasks Over Disparate Label Spaces Isabelle Augenstein Sebastian Ruder Anders Søgaard SSL 22 73 0 27 Feb 2018
Multinomial Adversarial Networks for Multi-Domain Text Classification Xilun Chen Claire Cardie OOD 24 133 0 15 Feb 2018
Adversarial Learning for Chinese NER from Crowd Annotations YaoSheng Yang Meishan Zhang Wenliang Chen Wei Zhang Haofen Wang Min Zhang 25 33 0 16 Jan 2018
Modelling Domain Relationships for Transfer Learning on Retrieval-based Question Answering Systems in E-commerce Jianfei Yu Minghui Qiu Jing Jiang Jun Huang Shuangyong Song Wei Chu Haiqing Chen 23 101 0 23 Nov 2017
SRL4ORL: Improving Opinion Role Labeling using Multi-task Learning with Semantic Role Labeling Ana Marasović Anette Frank 37 9 0 02 Nov 2017
A Survey on Multi-Task Learning Yu Zhang Qiang Yang AIMat 72 2,173 0 25 Jul 2017
Latent Multi-task Architecture Learning Sebastian Ruder Joachim Bingel Isabelle Augenstein Anders Søgaard CVBM 27 171 0 23 May 2017