Recurrent Neural Network for Text Classification with Multi-Task Learning

17 May 2016

Xipeng Qiu

Xuanjing Huang

Papers citing "Recurrent Neural Network for Text Classification with Multi-Task Learning"

50 / 272 papers shown

Title
Efficient Feature Selection techniques for Sentiment Analysis Avinash Madasu E. Sivasankar 8 50 0 01 Nov 2019
DiaNet: BERT and Hierarchical Attention Multi-Task Learning of Fine-Grained Dialect Muhammad Abdul-Mageed Chiyu Zhang AbdelRahim Elmadany Arun Rajendran Lyle Ungar 12 4 0 31 Oct 2019
Keyphrase Extraction from Disaster-related Tweets Jishnu Ray Chowdhury Cornelia Caragea Doina Caragea 41 39 0 17 Oct 2019
Interpretable Text Classification Using CNN and Max-pooling Hao Cheng Xiaoqing Yang Zang Li Yanghua Xiao Yucheng Lin FAtt 14 5 0 14 Oct 2019
Progress Notes Classification and Keyword Extraction using Attention-based Deep Learning Models with BERT Matthew Tang P. Gandhi Md. Ahsanul Kabir C. Zou J. Blakey Xiao Luo 30 38 0 13 Oct 2019
Text Level Graph Neural Network for Text Classification Lianzhe Huang Dehong Ma Sujian Li Xiaodong Zhang Houfeng WANG GNN 47 262 0 06 Oct 2019
Translation, Sentiment and Voices: A Computational Model to Translate and Analyse Voices from Real-Time Video Calling A. Roy 27 1 0 28 Sep 2019
Pre-train, Interact, Fine-tune: A Novel Interaction Representation for Text Classification Jianming Zheng Fei Cai Honghui Chen Maarten de Rijke 27 21 0 26 Sep 2019
Dual Adversarial Co-Learning for Multi-Domain Text Classification Yuan Wu Yuhong Guo 11 25 0 18 Sep 2019
Recursive Graphical Neural Networks for Text Classification Wei Li Shuheng Li Shuming Ma Yancheng He Deli Chen Xu Sun GNN 27 10 0 18 Sep 2019
Natural Language Adversarial Defense through Synonym Encoding Xiaosen Wang Hao Jin Yichen Yang Kun He AAML 22 62 0 15 Sep 2019
A Deep Learning-Based Approach for Measuring the Domain Similarity of Persian Texts Hossein Keshavarz Shohreh Tabatabayi Seifi M. Izadi 25 2 0 12 Sep 2019
Multi-Task Bidirectional Transformer Representations for Irony Detection Chiyu Zhang Muhammad Abdul-Mageed 11 14 0 08 Sep 2019
Transformer to CNN: Label-scarce distillation for efficient text classification Yew Ken Chia Sam Witteveen Martin Andrews 16 37 0 08 Sep 2019
Multi-task Learning for Low-resource Second Language Acquisition Modeling Yong Hu Heyan Huang Tian Lan Xiaochi Wei Yuxiang Nie Jiarui Qi Liner Yang Xian-Ling Mao 40 2 0 25 Aug 2019
Shallow Domain Adaptive Embeddings for Sentiment Analysis P. Sarma Yingyu Liang W. Sethares AI4CE 19 8 0 16 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
Sound source detection, localization and classification using consecutive ensemble of CRNN models Slawomir Kapka M. Lewandowski 16 66 0 02 Aug 2019
Hybrid Low-order and Higher-order Graph Convolutional Networks Fangyu Lei Xun Liu Qingyun Dai B. Ling Huimin Zhao Yan Liu GNN 24 16 0 02 Aug 2019
EmotionX-HSU: Adopting Pre-trained BERT for Emotion Classification Li Luo Yue Wang 39 26 0 23 Jul 2019
Searching for Effective Neural Extractive Summarization: What Works and What's Next Ming Zhong Pengfei Liu Danqing Wang Xipeng Qiu Xuanjing Huang AI4TS 14 150 0 08 Jul 2019
Multi-Task Networks With Universe, Group, and Task Feature Learning Shiva K. Pentyala Mengwen Liu Markus Dreyer 58 23 0 03 Jul 2019
Cross-lingual Data Transformation and Combination for Text Classification Jun Jiang Shumao Pang Xia Zhao Liwei Wang Andrew Wen Hongfang Liu Qianjin Feng 16 1 0 23 Jun 2019
Improving Sentiment Analysis with Multi-task Learning of Negation Jeremy Barnes Erik Velldal Lilja Øvrelid 16 36 0 18 Jun 2019
A Survey of Optimization Methods from a Machine Learning Perspective Shiliang Sun Zehui Cao Han Zhu Jing Zhao 22 549 0 17 Jun 2019
A cost-reducing partial labeling estimator in text classification problem Jiangning Chen Zhibo Dai Juntao Duan Qian Hu Ruilin Li H. Matzinger Ionel Popescu Haoyan Zhai 11 0 0 10 Jun 2019
Happy Together: Learning and Understanding Appraisal From Natural Language Arun Rajendran Chiyu Zhang Muhammad Abdul-Mageed 16 9 0 09 Jun 2019
How to Fine-Tune BERT for Text Classification? Chi Sun Xipeng Qiu Yige Xu Xuanjing Huang 24 1,499 0 14 May 2019
Naive Bayes with Correlation Factor for Text Classification Problem Jiangning Chen Zhibo Dai Juntao Duan H. Matzinger Ionel Popescu 21 19 0 08 May 2019
Deep learning in bioinformatics: introduction, application, and perspective in big data era Yu Li Chao Huang Lizhong Ding Zhongxiao Li Yijie Pan Xin Gao AI4CE 26 295 0 28 Feb 2019
EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks Jason W. Wei Kai Zou 37 1,913 0 31 Jan 2019
GIRNet: Interleaved Multi-Task Recurrent State Sequence Models Divam Gupta Tanmoy Chakraborty Soumen Chakrabarti 21 9 0 28 Nov 2018
Multi-task Learning over Graph Structures Pengfei Liu Jie Fu Yue Dong Xipeng Qiu Jackie C.K. Cheung GNN 16 7 0 26 Nov 2018
Explicit Interaction Model towards Text Classification Cunxiao Du Zhaozheng Chen Fuli Feng Lei Zhu Tian Gan Liqiang Nie 31 110 0 23 Nov 2018
Multi-labeled Relation Extraction with Attentive Capsule Network Xinsong Zhang Pengshuai Li Weijia Jia Zhao Hai 29 67 0 11 Nov 2018
Towards Explainable NLP: A Generative Explanation Framework for Text Classification Hui Liu Qingyu Yin William Yang Wang 27 148 0 01 Nov 2018
Picking Apart Story Salads Su Wang Eric Holgate Greg Durrett K. Erk 23 6 0 31 Oct 2018
Meta-Learning Multi-task Communication Pengfei Liu Xuanjing Huang FedML 16 8 0 23 Oct 2018
A Neural Compositional Paradigm for Image Captioning Bo Dai Sanja Fidler Dahua Lin CoGe 29 41 0 23 Oct 2018
Multi-Task Deep Learning for Legal Document Translation, Summarization and Multi-Label Classification Ahmed Elnaggar Christoph Gebendorfer Ingo Glaser Florian Matthes AILaw 13 29 0 16 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
Meta-Embedding as Auxiliary Task Regularization J. Ó. Neill Danushka Bollegala SSL 11 9 0 16 Sep 2018
Development of deep learning algorithms to categorize free-text notes pertaining to diabetes: convolution neural networks achieve higher accuracy than support vector machines Boyi Yang Adam Wright 11 5 0 16 Sep 2018
Graph Convolutional Networks for Text Classification Liang Yao Chengsheng Mao Yuan Luo GNN 22 1,808 0 15 Sep 2018
Centroid estimation based on symmetric KL divergence for Multinomial text classification problem Jiangning Chen H. Matzinger Haoyan Zhai Mi Zhou 14 11 0 29 Aug 2018
What can we learn from Semantic Tagging? Mostafa Abdou Artur Kulmizev Vinit Ravishankar Lasha Abzianidze Johan Bos FedML 8 9 0 29 Aug 2018
An Attention-Gated Convolutional Neural Network for Sentence Classification Yang Liu Lixin Ji Ruiyang Huang Tuosiyu Ming Chao Gao Jianpeng Zhang 25 38 0 22 Aug 2018
Hierarchical Neural Networks for Sequential Sentence Classification in Medical Scientific Abstracts Di Jin Peter Szolovits BDL 22 75 0 19 Aug 2018
EmotionX-DLC: Self-Attentive BiLSTM for Detecting Sequential Emotions in Dialogue Linkai Luo Haiqing Yang Francis Y. L. Chin 15 14 0 19 Jun 2018
On Multi-resident Activity Recognition in Ambient Smart-Homes Son N. Tran Qing Zhang M. Karunanithi 21 31 0 18 Jun 2018