Data Programming: Creating Large Training Sets, Quickly

Data Programming: Creating Large Training Sets, Quickly

25 May 2016

Alexander Ratner

Christopher De Sa

Christopher Ré

Papers citing "Data Programming: Creating Large Training Sets, Quickly"

13 / 13 papers shown

Title
ScriptoriumWS: A Code Generation Assistant for Weak Supervision Tzu-Heng Huang Catherine Cao Spencer Schoenberg Harit Vishwakarma Nicholas Roberts Frederic Sala NoLa 167 5 0 17 Feb 2025
Weak-to-Strong Generalization Through the Data-Centric Lens Changho Shin John Cooper Frederic Sala 116 7 0 05 Dec 2024
Data Selection via Optimal Control for Language Models Yuxian Gu Li Dong Hongning Wang Y. Hao Qingxiu Dong Furu Wei Minlie Huang AI4CE 82 6 0 09 Oct 2024
TELEClass: Taxonomy Enrichment and LLM-Enhanced Hierarchical Text Classification with Minimal Supervision Yunyi Zhang Ruozhen Yang Xueqiang Xu Rui Li Jinfeng Xiao Jiaming Shen Jiawei Han 55 14 0 29 Feb 2024
An Adaptive Method for Weak Supervision with Drifting Data Alessio Mazzetto Reza Esfandiarpoor E. Upfal Stephen H. Bach Stephen H. Bach 86 1 0 02 Jun 2023
Calibrated and Sharp Uncertainties in Deep Learning via Density Estimation Volodymyr Kuleshov Shachi Deshpande UQCV BDL 173 34 0 14 Dec 2021
Multi-Resolution Weak Supervision for Sequential Data Frederic Sala P. Varma Jason Alan Fries Daniel Y. Fu Shiori Sagawa ... A. Ramamoorthy K. Xiao Kayvon Fatahalian J. Priest Christopher Ré NoLa 82 28 0 21 Oct 2019
Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations Ranjay Krishna Yuke Zhu Oliver Groth Justin Johnson Kenji Hata ... Yannis Kalantidis Li Li David A. Shamma Michael S. Bernstein Fei-Fei Li 158 5,706 0 23 Feb 2016
Multilingual Relation Extraction using Compositional Universal Schema Pat Verga David Belanger Emma Strubell Benjamin Roth Andrew McCallum 33 96 0 19 Nov 2015
Incremental Knowledge Base Construction Using DeepDive Jaeho Shin Sen Wu Feiran Wang Christopher De Sa Ce Zhang Christopher Ré CLL HAI 110 290 0 03 Feb 2015
Spectral Methods meet EM: A Provably Optimal Algorithm for Crowdsourcing Yuchen Zhang Xi Chen Dengyong Zhou Michael I. Jordan FedML 40 386 0 15 Jun 2014
Consistency of weighted majority votes D. Berend A. Kontorovich 41 37 0 02 Dec 2013
Ranking and combining multiple predictors without labeled data Fabio Parisi Francesco Strino B. Nadler Y. Kluger 46 135 0 13 Mar 2013