ULF: Unsupervised Labeling Function Correction using Cross-Validation for Weak Supervision

14 April 2022

Papers citing "ULF: Unsupervised Labeling Function Correction using Cross-Validation for Weak Supervision"

17 / 17 papers shown

Title
Optical Remote Sensing Image Understanding with Weak Supervision: Concepts, Methods, and Perspectives Jun Yue Leyuan Fang Pedram Ghamisi Weiying Xie Jun Li Jocelyn Chanussot Antonio J. Plaza 26 45 0 18 Apr 2022
WRENCH: A Comprehensive Benchmark for Weak Supervision Jieyu Zhang Yue Yu Yinghao Li Yujing Wang Yaming Yang Mao Yang Alexander Ratner 47 113 0 23 Sep 2021
End-to-End Weak Supervision Salva Rühling Cachay Benedikt Boecking A. Dubrawski NoLa 56 41 0 05 Jul 2021
Self-Training with Weak Supervision Giannis Karamanolakis Subhabrata Mukherjee Guoqing Zheng Ahmed Hassan Awadallah NoLa 48 86 0 12 Apr 2021
ANEA: Distant Supervision for Low-Resource Named Entity Recognition Michael A. Hedderich Lukas Lange Dietrich Klakow 49 23 0 25 Feb 2021
Interactive Weak Supervision: Learning Useful Heuristics for Data Labeling Benedikt Boecking Willie Neiswanger Eric Xing A. Dubrawski NoLa OffRL 62 69 0 11 Dec 2020
Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach Yue Yu Simiao Zuo Haoming Jiang Wendi Ren T. Zhao Chao Zhang AI4MH 41 133 0 15 Oct 2020
Denoising Multi-Source Weak Supervision for Neural Text Classification Wendi Ren Yinghao Li Hanting Su David Kartchner Cassie S. Mitchell Chao Zhang NoLa 65 70 0 09 Oct 2020
Semi-Supervised Data Programming with Subset Selection Ayush Maheshwari Oishik Chatterjee Krishnateja Killamsetty Ganesh Ramakrishnan Rishabh K. Iyer 46 21 0 22 Aug 2020
Ontology-driven weak supervision for clinical entity classification in electronic health records Jason Alan Fries E. Steinberg S. Khattar Scott L. Fleming J. Posada A. Callahan N. Shah 46 72 0 05 Aug 2020
Weak Supervision and Referring Attention for Temporal-Textual Association Learning Zhiyuan Fang Shu Kong Zhe Wang Charless C. Fowlkes Yezhou Yang 45 17 0 21 Jun 2020
Learning from Rules Generalizing Labeled Exemplars Abhijeet Awasthi Sabyasachi Ghosh Rasna Goyal Sunita Sarawagi 55 86 0 13 Apr 2020
Fast and Three-rious: Speeding Up Weak Supervision with Triplet Methods Daniel Y. Fu Mayee F. Chen Frederic Sala Sarah Hooper Kayvon Fatahalian Christopher Ré OffRL 69 114 0 27 Feb 2020
Learning to Contextually Aggregate Multi-Source Supervision for Sequence Labeling Ouyu Lan Xiao Huang Bill Yuchen Lin He Jiang Liyuan Liu Xiang Ren SSL 38 30 0 09 Oct 2019
Fine-Grained Spoiler Detection from Large-Scale Review Corpora Mengting Wan Rishabh Misra Ndapandula Nakashole Julian McAuley 28 132 0 31 May 2019
Training Complex Models with Multi-Task Weak Supervision Alexander Ratner Braden Hancock Jared A. Dunnmon Frederic Sala Shreyash Pandey Christopher Ré 43 210 0 05 Oct 2018
Snorkel: Rapid Training Data Creation with Weak Supervision Alexander Ratner Stephen H. Bach Henry R. Ehrenberg Jason Alan Fries Sen Wu Christopher Ré 73 1,024 0 28 Nov 2017