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 / 83 papers shown

Title
Graph-based Retrieval Augmented Generation for Dynamic Few-shot Text Classification Yubo Wang Haoyang Li Fei Teng Lei Chen 91 1 0 17 Feb 2025
Balanced and Explainable Social Media Analysis for Public Health with Large Language Models Yan Jiang Ruihong Qiu Yi Zhang Peng Zhang 27 7 0 12 Sep 2023
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Finding Stakeholder-Material Information from 10-K Reports using Fine-Tuned BERT and LSTM Models V. Z. Chen 24 0 0 15 Aug 2023
Multi-Task Learning Improves Performance In Deep Argument Mining Models Amirhossein Farzam Shashank Shekhar Isaac Mehlhaff Marco Morucci 23 1 0 03 Jul 2023
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Label Dependencies-aware Set Prediction Networks for Multi-label Text Classification Xinkai Du Quanjie Han Yalin Sun Chao Lv Sun Maosong 26 2 0 14 Apr 2023
Text classification dataset and analysis for Uzbek language Elmurod Kuriyozov Ulugbek Salaev Sanatbek Matlatipov Gayrat Matlatipov 28 7 0 28 Feb 2023
SSR-TA: Sequence to Sequence based expert recurrent recommendation for ticket automation Chenhan Cao Xiaoyu Fang Bingqing Luo Bin Xia 33 0 0 30 Jan 2023
MiLMo:Minority Multilingual Pre-trained Language Model Sisi Liu Hanru Shi Xinhe Yu Wugedele Bao Yuan Sun Xiaobing Zhao 31 0 0 04 Dec 2022
Embedding generation for text classification of Brazilian Portuguese user reviews: from bag-of-words to transformers F. Souza J. B. O. S. Filho 16 6 0 01 Dec 2022
Transformers are Short Text Classifiers: A Study of Inductive Short Text Classifiers on Benchmarks and Real-world Datasets Fabian Karl A. Scherp VLM 21 20 0 30 Nov 2022
Embedding Compression for Text Classification Using Dictionary Screening Jing Zhou Xinru Jing Mu Liu Hansheng Wang 23 0 0 23 Nov 2022
AD-BERT: Using Pre-trained contextualized embeddings to Predict the Progression from Mild Cognitive Impairment to Alzheimer's Disease Chengsheng Mao Jie Xu Luke Rasmussen Yikuan Li P. Adekkanattu ... R. Vassar Guoqian Jiang Fei Wang Jyotishman Pathak Yuan Luo 27 6 0 07 Nov 2022
Extractive Summarization of Legal Decisions using Multi-task Learning and Maximal Marginal Relevance Abhishek Agarwal Shanshan Xu Matthias Grabmair ELM AILaw 51 14 0 22 Oct 2022
Selective Text Augmentation with Word Roles for Low-Resource Text Classification Biyang Guo Songqiao Han Hailiang Huang 16 9 0 04 Sep 2022
UFO: Unified Feature Optimization Teng Xi Yifan Sun Deli Yu Bi Li Nan Peng ... Haocheng Feng Junyu Han Jingtuo Liu Errui Ding Jingdong Wang 32 10 0 21 Jul 2022
InducT-GCN: Inductive Graph Convolutional Networks for Text Classification Kunze Wang S. Han Josiah Poon GNN 26 37 0 01 Jun 2022
AKI-BERT: a Pre-trained Clinical Language Model for Early Prediction of Acute Kidney Injury Chengsheng Mao Liang Yao Yuan Luo 21 1 0 07 May 2022
Polyglot Prompt: Multilingual Multitask PrompTraining Jinlan Fu See-Kiong Ng Pengfei Liu 29 7 0 29 Apr 2022
A Benchmark for Automatic Medical Consultation System: Frameworks, Tasks and Datasets Wei Chen Zhiwei Li Hongyi Fang Qian-Qian Yao Cheng Zhong Jianye Hao Qi Zhang Xuanjing Huang J. Peng Zhongyu Wei 27 57 0 19 Apr 2022
Modelling continual learning in humans with Hebbian context gating and exponentially decaying task signals Timo Flesch D. G. Nagy Andrew M. Saxe Christopher Summerfield 34 34 0 22 Mar 2022
Who Should Review Your Proposal? Interdisciplinary Topic Path Detection for Research Proposals Meng Xiao Ziyue Qiao Yanjie Fu Hao Dong Yi Du Pengyang Wang Dong Li Yuan-Hong Zhou 45 4 0 07 Mar 2022
Multi-Order Networks for Action Unit Detection Gauthier Tallec Arnaud Dapogny Kévin Bailly CVBM 22 12 0 01 Feb 2022
Statistical Analysis Based Feature Selection Enhanced RF-PUF with >99.8% Accuracy on Unmodified Commodity Transmitters for IoT Physical Security Md. Faizul Bari Parv Agrawal Baibhab Chatterjee Shreyas Sen 23 3 0 18 Jan 2022
Polarity and Subjectivity Detection with Multitask Learning and BERT Embedding Ranjan Satapathy Shweta Pardeshi Min Zhang 14 18 0 14 Jan 2022
TextRGNN: Residual Graph Neural Networks for Text Classification Jiayuan Chen Boyu Zhang Yinfei Xu Meng Wang 33 4 0 30 Dec 2021
An ensemble deep learning technique for detecting suicidal ideation from posts in social media platforms Dr. Shini Renjith A. Abraham Surya B. Jyothi Lekshmi S. Chandran Jincy Thomson 27 34 0 17 Dec 2021
Unsupervised Law Article Mining based on Deep Pre-Trained Language Representation Models with Application to the Italian Civil Code Andrea Tagarelli Andrea Simeri AILaw 31 44 0 02 Dec 2021
Label-Aware Distribution Calibration for Long-tailed Classification Chaozheng Wang Shuzheng Gao Cuiyun Gao Pengyun Wang Wenjie Pei Lujia Pan Zenglin Xu 32 20 0 09 Nov 2021
Multi-Trigger-Key: Towards Multi-Task Privacy Preserving In Deep Learning Ren Wang Zhe Xu Alfred Hero 30 0 0 06 Oct 2021
From None to Severe: Predicting Severity in Movie Scripts Yigeng Zhang Mahsa Shafaei Fabio Gonzalez Thamar Solorio 56 5 0 20 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 36 392 0 20 Aug 2021
Back-Translated Task Adaptive Pretraining: Improving Accuracy and Robustness on Text Classification Junghoon Lee Jounghee Kim Pilsung Kang VLM 13 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 19 154 0 07 Jul 2021
Deep Learning for Technical Document Classification Shuo Jiang Jie Hu C. Magee Jianxi Luo 27 40 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 46 815 0 14 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 21 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 26 164 0 16 Apr 2021
BERT: A Review of Applications in Natural Language Processing and Understanding M. V. Koroteev VLM 25 196 0 22 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 8 23 0 14 Mar 2021
Multi-Task Time Series Forecasting With Shared Attention Zekai Chen Jiaze E Xiao Zhang Hao Sheng Xiuzhen Cheng AI4TS 38 18 0 24 Jan 2021
Simplified DOM Trees for Transferable Attribute Extraction from the Web Yichao Zhou Ying Sheng N. Vo Nick Edmonds Sandeep Tata 124 28 0 07 Jan 2021
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 21 1 0 15 Dec 2020
Reasoning in Dialog: Improving Response Generation by Context Reading Comprehension Xiuying Chen 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 67 0 09 Dec 2020