Active Learning with Partial Feedback

Active Learning with Partial Feedback

21 February 2018

Zachary Chase Lipton

Anima Anandkumar

Papers citing "Active Learning with Partial Feedback"

13 / 13 papers shown

Title
Learning Structured Representations by Embedding Class Hierarchy with Fast Optimal Transport Siqi Zeng Sixian Du M. Yamada Han Zhao OT 46 0 0 04 Oct 2024
Self-Training for Sample-Efficient Active Learning for Text Classification with Pre-Trained Language Models Christopher Schröder Gerhard Heyer VLM 44 0 0 13 Jun 2024
FOCAL: A Cost-Aware Video Dataset for Active Learning Kiran Kokilepersaud Yash-yee Logan Ryan Benkert Chen Zhou Mohit Prabhushankar Ghassan AlRegib Enrique Corona Kunjan Singh Mostafa Parchami 34 4 0 17 Nov 2023
A Survey of Active Learning for Natural Language Processing Zhisong Zhang Emma Strubell Eduard H. Hovy LM&MA 35 65 0 18 Oct 2022
Continual Learning with Evolving Class Ontologies Zhiqiu Lin Deepak Pathak Yu-xiong Wang Deva Ramanan Shu Kong CLL 44 9 0 10 Oct 2022
Is margin all you need? An extensive empirical study of active learning on tabular data Dara Bahri Heinrich Jiang Tal Schuster Afshin Rostamizadeh LMTD 53 10 0 07 Oct 2022
Is More Data Better? Re-thinking the Importance of Efficiency in Abusive Language Detection with Transformers-Based Active Learning Hannah Rose Kirk Bertie Vidgen Scott A. Hale 20 10 0 21 Sep 2022
Active learning for reducing labeling effort in text classification tasks Peter Jacobs Gideon Maillette de Buy Wenniger M. Wiering Lambert Schomaker VLM 48 12 0 10 Sep 2021
Multi-class Text Classification using BERT-based Active Learning Sumanth Prabhu Moosa Mohamed Hemant Misra 29 38 0 27 Apr 2021
Active Learning for Skewed Data Sets Abbas Kazerouni Qi Zhao Jing Xie Sandeep Tata Marc Najork 11 14 0 23 May 2020
Efficient Deep Representation Learning by Adaptive Latent Space Sampling Yuanhan Mo Shuo Wang Chengliang Dai Rui Zhou Z. Teng Wenjia Bai Yike Guo 29 0 0 19 Mar 2020
NE-LP: Normalized Entropy and Loss Prediction based Sampling for Active Learning in Chinese Word Segmentation on EHRs Tingting Cai Zhiyuan Ma Hong Zheng Ping He 19 0 0 22 Aug 2019
Partial Or Complete, That's The Question Qiang Ning Hangfeng He Chuchu Fan Dan Roth 35 15 0 12 Jun 2019