Adversarial Multi-task Learning for Text Classification

19 April 2017

Xipeng Qiu

Xuanjing Huang

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

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Title
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Accelerating Transfer Learning with Near-Data Computation on Cloud Object Stores Arsany Guirguis Diana Petrescu Florin Dinu D. Quoc Javier Picorel R. Guerraoui 40 0 0 16 Oct 2022
A Multi-Format Transfer Learning Model for Event Argument Extraction via Variational Information Bottleneck Jie Zhou Qi Zhang Qin Chen Liang He Xuanjing Huang 34 20 0 27 Aug 2022
Mere Contrastive Learning for Cross-Domain Sentiment Analysis Yun Luo Fang Guo Zihan Liu Yue Zhang 39 15 0 18 Aug 2022
MT-SNN: Spiking Neural Network that Enables Single-Tasking of Multiple Tasks P. G. Cachi Sebastián Ventura K. Cios LRM 21 0 0 02 Aug 2022
Uni-Perceiver-MoE: Learning Sparse Generalist Models with Conditional MoEs Jinguo Zhu Xizhou Zhu Wenhai Wang Xiaohua Wang Hongsheng Li Xiaogang Wang Jifeng Dai MoMe MoE 39 66 0 09 Jun 2022
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Maximum Batch Frobenius Norm for Multi-Domain Text Classification Yuan Wu Diana Inkpen Ahmed El-Roby 22 3 0 29 Jan 2022
Polarity and Subjectivity Detection with Multitask Learning and BERT Embedding Ranjan Satapathy Shweta Pardeshi Min Zhang 14 18 0 14 Jan 2022
Multi-task Joint Strategies of Self-supervised Representation Learning on Biomedical Networks for Drug Discovery Xiaoqi Wang Yingjie Cheng Yaning Yang Yue Yu Fei Li Shaoliang Peng 23 41 0 12 Jan 2022
HRKD: Hierarchical Relational Knowledge Distillation for Cross-domain Language Model Compression Chenhe Dong Yaliang Li Ying Shen Minghui Qiu VLM 43 7 0 16 Oct 2021
Enhance Long Text Understanding via Distilled Gist Detector from Abstractive Summarization Yong-Jin Liu Yazheng Yang 27 6 0 10 Oct 2021
MetaXT: Meta Cross-Task Transfer between Disparate Label Spaces Srinagesh Sharma Guoqing Zheng Ahmed Hassan Awadallah 27 1 0 09 Sep 2021
A Dialogue-based Information Extraction System for Medical Insurance Assessment Shuang Peng Mengdi Zhou Minghui Yang Haitao Mi Shaosheng Cao Zujie Wen Teng Xu Hongbin Wang Lei Liu 26 4 0 13 Jul 2021
A Span-Based Model for Joint Overlapped and Discontinuous Named Entity Recognition Fei Li Zhichao Lin Meishan Zhang Donghong Ji 24 92 0 28 Jun 2021
Specializing Multilingual Language Models: An Empirical Study Ethan C. Chau Noah A. Smith 27 27 0 16 Jun 2021
An Empirical Survey of Data Augmentation for Limited Data Learning in NLP Jiaao Chen Derek Tam Colin Raffel Joey Tianyi Zhou Diyi Yang 33 172 0 14 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
Latent-Optimized Adversarial Neural Transfer for Sarcasm Detection Xu Guo Boyang Albert Li Han Yu Chunyan Miao AAML 28 17 0 19 Apr 2021
UniT: Multimodal Multitask Learning with a Unified Transformer Ronghang Hu Amanpreet Singh ViT 25 296 0 22 Feb 2021
Orthogonal Language and Task Adapters in Zero-Shot Cross-Lingual Transfer M. Vidoni Ivan Vulić Goran Glavaš 33 27 0 11 Dec 2020
EasyTransfer -- A Simple and Scalable Deep Transfer Learning Platform for NLP Applications Minghui Qiu Peng Li Chengyu Wang Hanjie Pan Yaliang Li ... Jun Yang Yaliang Li Jun Huang Deng Cai Wei Lin VLM SyDa 39 20 0 18 Nov 2020
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A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios Michael A. Hedderich Lukas Lange Heike Adel Jannik Strötgen Dietrich Klakow 221 287 0 23 Oct 2020
Relation Extraction from Biomedical and Clinical Text: Unified Multitask Learning Framework S. Yadav Srivastsa Ramesh S. Saha Asif Ekbal 30 40 0 20 Sep 2020
Multi-Task Learning with Deep Neural Networks: A Survey M. Crawshaw CVBM 55 610 0 10 Sep 2020
Emotion Correlation Mining Through Deep Learning Models on Natural Language Text Xinzhi Wang Luyao Kou V. Sugumaran Xiangfeng Luo Hui Zhang 27 62 0 28 Jul 2020
Adversarial Training Based Multi-Source Unsupervised Domain Adaptation for Sentiment Analysis Yong Dai Jian-Dong Liu Xiancong Ren Zenglin Xu 20 54 0 10 Jun 2020
Modularizing Deep Learning via Pairwise Learning With Kernels Shiyu Duan Shujian Yu José C. Príncipe MoMe 27 20 0 12 May 2020
MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis Devamanyu Hazarika Roger Zimmermann Soujanya Poria 21 676 0 07 May 2020
AdapterFusion: Non-Destructive Task Composition for Transfer Learning Jonas Pfeiffer Aishwarya Kamath Andreas Rucklé Kyunghyun Cho Iryna Gurevych CLL MoMe 47 819 0 01 May 2020
Multi-Task Learning for Dense Prediction Tasks: A Survey Simon Vandenhende Stamatios Georgoulis Wouter Van Gansbeke Marc Proesmans Dengxin Dai Luc Van Gool CVBM 29 72 0 28 Apr 2020
Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog Libo Qin Xiao Xu Wanxiang Che Yue Zhang Ting Liu MoMe 8 85 0 23 Apr 2020
Multi-source Domain Adaptation in the Deep Learning Era: A Systematic Survey Sicheng Zhao Bo-wen Li Colorado Reed Pengfei Xu Kurt Keutzer 26 103 0 26 Feb 2020
Multi-Source Domain Adaptation for Text Classification via DistanceNet-Bandits Han Guo Ramakanth Pasunuru Joey Tianyi Zhou 30 114 0 13 Jan 2020
Learning to Multi-Task Learn for Better Neural Machine Translation Poorya Zaremoodi Gholamreza Haffari 29 3 0 10 Jan 2020
Multi-Scale Self-Attention for Text Classification Qipeng Guo Xipeng Qiu Pengfei Liu Xiangyang Xue Zheng-Wei Zhang ViT 8 62 0 02 Dec 2019
Learning Sparse Sharing Architectures for Multiple Tasks Tianxiang Sun Yunfan Shao Xiaonan Li Pengfei Liu Hang Yan Xipeng Qiu Xuanjing Huang MoE 30 128 0 12 Nov 2019
Domain-agnostic Question-Answering with Adversarial Training Seanie Lee Donggyu Kim Jangwon Park OOD 35 72 0 21 Oct 2019