Multi-View Active Learning for Short Text Classification in User-Generated Data

5 December 2021

Papers citing "Multi-View Active Learning for Short Text Classification in User-Generated Data"

20 / 20 papers shown

Title
Semi-Supervised Text Classification via Self-Pretraining Payam Karisani Negin Karisani SSL VLM 33 22 0 30 Sep 2021
Cartography Active Learning Mike Zhang Barbara Plank 34 37 0 09 Sep 2021
Active Learning by Acquiring Contrastive Examples Katerina Margatina Giorgos Vernikos Loïc Barrault Nikolaos Aletras 13 186 0 08 Sep 2021
View Distillation with Unlabeled Data for Extracting Adverse Drug Effects from User-Generated Data Payam Karisani Jinho Choi Li Xiong MedIm 35 2 0 24 May 2021
Cold-start Active Learning through Self-supervised Language Modeling Michelle Yuan Hsuan-Tien Lin Jordan L. Boyd-Graber 136 181 0 19 Oct 2020
Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics Swabha Swayamdipta Roy Schwartz Nicholas Lourie Yizhong Wang Hannaneh Hajishirzi Noah A. Smith Yejin Choi 58 438 0 22 Sep 2020
Transformer Based Multi-Source Domain Adaptation Dustin Wright Isabelle Augenstein 32 53 0 16 Sep 2020
Domain-Guided Task Decomposition with Self-Training for Detecting Personal Events in Social Media Payam Karisani Joyce C. Ho Eugene Agichtein 8 15 0 21 Apr 2020
Active Sentence Learning by Adversarial Uncertainty Sampling in Discrete Space Dongyu Ru Yating Luo Lin Qiu Hao Zhou Mingxuan Wang Weinan Zhang Yong Yu Lei Li 30 29 0 17 Apr 2020
Mining Coronavirus (COVID-19) Posts in Social Media Negin Karisani Payam Karisani 6 24 0 28 Mar 2020
Integrating Crowdsourcing and Active Learning for Classification of Work-Life Events from Tweets Yunpeng Zhao M. Prosperi Tianchen Lyu Yi Guo Jiang Bian 13 5 0 26 Mar 2020
Deep Bayesian Active Learning for Multiple Correct Outputs Khaled Jedoui Ranjay Krishna Michael S. Bernstein Li Fei-Fei BDL OOD UQCV 29 14 0 02 Dec 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 411 93,936 0 11 Oct 2018
Deep Bayesian Active Learning for Natural Language Processing: Results of a Large-Scale Empirical Study Aditya Siddhant Zachary Chase Lipton AI4CE BDL 17 202 0 16 Aug 2018
Practical Obstacles to Deploying Active Learning David Lowell Zachary Chase Lipton Byron C. Wallace 51 111 0 12 Jul 2018
All-in-one: Multi-task Learning for Rumour Verification E. Kochkina Maria Liakata A. Zubiaga 31 225 0 10 Jun 2018
Did You Really Just Have a Heart Attack? Towards Robust Detection of Personal Health Mentions in Social Media Payam Karisani Eugene Agichtein 34 68 0 26 Feb 2018
On Calibration of Modern Neural Networks Chuan Guo Geoff Pleiss Yu Sun Kilian Q. Weinberger UQCV 92 5,774 0 14 Jun 2017
Learning Active Learning from Data Ksenia Konyushkova Raphael Sznitman Pascal Fua 28 301 0 09 Mar 2017
A Survey on Multi-view Learning Chang Xu Dacheng Tao Chao Xu AI4TS 39 1,123 0 20 Apr 2013