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
Navigating the Kaleidoscope of COVID-19 Misinformation Using Deep Learning Yuanzhi Chen Mohammad Rashedul Hasan 24 4 0 19 Sep 2021
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Remaining Useful Life Estimation of Hard Disk Drives using Bidirectional LSTM Networks Austin Coursey Gopal Nath Srikanth Prabhu Saptarshi Sengupta 6 8 0 11 Sep 2021
What Have Been Learned & What Should Be Learned? An Empirical Study of How to Selectively Augment Text for Classification Biyang Guo S. Han Hailiang Huang 11 5 0 01 Sep 2021
AEDA: An Easier Data Augmentation Technique for Text Classification Akbar Karimi L. Rossi Andrea Prati 32 151 0 30 Aug 2021
Asleep at the Keyboard? Assessing the Security of GitHub Copilot's Code Contributions Hammond Pearce Baleegh Ahmad Benjamin Tan Brendan Dolan-Gavitt Ramesh Karri SILM 51 394 0 20 Aug 2021
AMMUS : A Survey of Transformer-based Pretrained Models in Natural Language Processing Katikapalli Subramanyam Kalyan A. Rajasekharan S. Sangeetha VLM LM&MA 31 261 0 12 Aug 2021
Preliminary Steps Towards Federated Sentiment Classification Xin-Chun Li Lan Li De-Chuan Zhan Yunfeng Shao Bingshuai Li Shaoming Song 39 1 0 26 Jul 2021
Aggregate or Not? Exploring Where to Privatize in DNN Based Federated Learning Under Different Non-IID Scenes Xin-Chun Li Le Gan De-Chuan Zhan Yunfeng Shao Bingshuai Li Shaoming Song OOD 30 9 0 26 Jul 2021
Graph Convolutional Network with Generalized Factorized Bilinear Aggregation Hao Zhu Piotr Koniusz 6 1 0 24 Jul 2021
Back-Translated Task Adaptive Pretraining: Improving Accuracy and Robustness on Text Classification Junghoon Lee Jounghee Kim Pilsung Kang VLM 19 5 0 22 Jul 2021
Neural Natural Language Processing for Unstructured Data in Electronic Health Records: a Review Irene Z Li Jessica Pan Jeremy Goldwasser Neha Verma Wai Pan Wong ... Matthew Zhang David Chang R. Taylor H. Krumholz Dragomir R. Radev BDL 26 154 0 07 Jul 2021
Transformer-F: A Transformer network with effective methods for learning universal sentence representation Yu Shi 21 1 0 02 Jul 2021
Deep Learning for Technical Document Classification Shuo Jiang Jie Hu C. Magee Jianxi Luo 27 41 0 27 Jun 2021
Pre-Trained Models: Past, Present and Future Xu Han Zhengyan Zhang Ning Ding Yuxian Gu Xiao Liu ... Jie Tang Ji-Rong Wen Jinhui Yuan Wayne Xin Zhao Jun Zhu AIFin MQ AI4MH 58 818 0 14 Jun 2021
Refiner: Refining Self-attention for Vision Transformers Daquan Zhou Yujun Shi Bingyi Kang Weihao Yu Zihang Jiang Yuan Li Xiaojie Jin Qibin Hou Jiashi Feng ViT 29 59 0 07 Jun 2021
Enhancing Label Correlation Feedback in Multi-Label Text Classification via Multi-Task Learning Ximing Zhang Qian-Wen Zhang Zhao Yan Ruifang Liu Yunbo Cao 22 48 0 06 Jun 2021
TabularNet: A Neural Network Architecture for Understanding Semantic Structures of Tabular Data Lun Du Fei Gao Xu Chen Ran Jia Junshan Wang Jiang Zhang Shi Han Dongmei Zhang LMTD 24 74 0 06 Jun 2021
Unsupervised Sentiment Analysis by Transferring Multi-source Knowledge Yong Dai Jian-Dong Liu Jian Zhang H. Fu Zenglin Xu 30 12 0 09 May 2021
AMMU : A Survey of Transformer-based Biomedical Pretrained Language Models Katikapalli Subramanyam Kalyan A. Rajasekharan S. Sangeetha LM&MA MedIm 31 164 0 16 Apr 2021
Enhancing Interpretable Clauses Semantically using Pretrained Word Representation Rohan Kumar Yadav Lei Jiao Ole-Christoffer Granmo Morten Goodwin NAI 23 15 0 14 Apr 2021
BERT-based Chinese Text Classification for Emergency Domain with a Novel Loss Function Zhongju Wang Long Wang Chao-Wei Huang Xiong Luo 22 5 0 09 Apr 2021
BERT: A Review of Applications in Natural Language Processing and Understanding M. V. Koroteev VLM 25 197 0 22 Mar 2021
Dialogue History Matters! Personalized Response Selectionin Multi-turn Retrieval-based Chatbots Juntao Li Chang Liu Chongyang Tao Zhangming Chan Dongyan Zhao Min Zhang Rui Yan 31 25 0 17 Mar 2021
AngryBERT: Joint Learning Target and Emotion for Hate Speech Detection Rabiul Awal Rui Cao Roy Ka-wei Lee Sandra Mitrović 27 42 0 14 Mar 2021
DeepStyle: User Style Embedding for Authorship Attribution of Short Texts Zhiqiang Hu Roy Ka-wei Lee Lei Wang Ee-Peng Lim Bo Dai BDL 13 23 0 14 Mar 2021
Self-supervised Regularization for Text Classification Meng Zhou Zechen Li P. Xie 23 16 0 09 Mar 2021
RoBERTa-wwm-ext Fine-Tuning for Chinese Text Classification Zhuo Xu 11 16 0 24 Feb 2021
An Attention Ensemble Approach for Efficient Text Classification of Indian Languages Atharva Kulkarni Amey Hengle Rutuja Udyawar 19 2 0 20 Feb 2021
Multi-Task Time Series Forecasting With Shared Attention Zekai Chen Jiaze E Xiao Zhang Hao Sheng Xiuzhen Cheng AI4TS 40 18 0 24 Jan 2021
Arabic aspect based sentiment analysis using bidirectional GRU based models Mohammed Mustafa T. H. Soliman A. Taloba Mohammed Fawzi Seedik 26 76 0 23 Jan 2021
Does a Hybrid Neural Network based Feature Selection Model Improve Text Classification? Suman Dowlagar R. Mamidi 30 1 0 22 Jan 2021
geoGAT: Graph Model Based on Attention Mechanism for Geographic Text Classification Weipeng Jing Xianyang Song Donglin Di Haoze Song GNN 31 9 0 13 Jan 2021
Simplified DOM Trees for Transferable Attribute Extraction from the Web Yichao Zhou Ying Sheng N. Vo Nick Edmonds Sandeep Tata 127 28 0 07 Jan 2021
Towards a Universal Continuous Knowledge Base Gang Chen Maosong Sun Yang Liu 28 3 0 25 Dec 2020
LiteMuL: A Lightweight On-Device Sequence Tagger using Multi-task Learning S. Kumari Vibhav Agarwal B. Challa Kranti Chalamalasetti Sourav Ghosh Harshavardhana Barath Raj Kandur Raja 27 1 0 15 Dec 2020
Reasoning in Dialog: Improving Response Generation by Context Reading Comprehension Preslav Nakov Zhi Cui Jiayi Zhang Chen Wei Jianwei Cui Bin Wang Dongyan Zhao Rui Yan 25 14 0 14 Dec 2020
Label Confusion Learning to Enhance Text Classification Models Biyang Guo Songqiao Han Xiao Han Hailiang Huang Ting Lu 63 68 0 09 Dec 2020
Data-Driven Regular Expressions Evolution for Medical Text Classification Using Genetic Programming Jiandong Liu Ruibin Bai Zheng Lu Peiming Ge Daoyun Liu U. Aickelin MedIm 20 10 0 04 Dec 2020
Probing Model Signal-Awareness via Prediction-Preserving Input Minimization Sahil Suneja Yunhui Zheng Yufan Zhuang Jim Laredo Alessandro Morari AAML 32 33 0 25 Nov 2020
Neural Text Classification by Jointly Learning to Cluster and Align Yekun Chai Haidong Zhang Shuo Jin 29 2 0 24 Nov 2020
Be More with Less: Hypergraph Attention Networks for Inductive Text Classification Kaize Ding Jianling Wang Jundong Li Dingcheng Li Huan Liu GNN 11 204 0 01 Nov 2020
Financial ticket intelligent recognition system based on deep learning Fukang Tian Haiyu Wu Bo Xu 19 2 0 29 Oct 2020
Multi-task Learning of Negation and Speculation for Targeted Sentiment Classification Andrew Moore Jeremy Barnes 35 9 0 16 Oct 2020
TDRE: A Tensor Decomposition Based Approach for Relation Extraction Binglei Zhao Liang Li Hui Zhang 6 0 0 15 Oct 2020
Tag Recommendation for Online Q&A Communities based on BERT Pre-Training Technique Navid Khezrian J. Habibi Issa Annamoradnejad 3DV VLM 23 6 0 10 Oct 2020
Toward Micro-Dialect Identification in Diaglossic and Code-Switched Environments Muhammad Abdul-Mageed Chiyu Zhang AbdelRahim Elmadany Lyle Ungar 16 9 0 10 Oct 2020
Learning Variational Word Masks to Improve the Interpretability of Neural Text Classifiers Hanjie Chen Yangfeng Ji AAML VLM 15 63 0 01 Oct 2020
Adversarial Semi-Supervised Multi-Domain Tracking Kourosh Meshgi Maryam Sadat Mirzaei 14 1 0 30 Sep 2020
"When they say weed causes depression, but it's your fav antidepressant": Knowledge-aware Attention Framework for Relationship Extraction S. Yadav Usha Lokala Raminta Daniulaityte K. Thirunarayan Francois R. Lamy A. Sheth 8 17 0 21 Sep 2020