Constrained Labeling for Weakly Supervised Learning

Constrained Labeling for Weakly Supervised Learning

15 September 2020

Chidubem Arachie

Bert Huang

Papers citing "Constrained Labeling for Weakly Supervised Learning"

10 / 10 papers shown

Title
Weak-to-Strong Generalization beyond Accuracy: a Pilot Study in Safety, Toxicity, and Legal Reasoning Ruimeng Ye Yang Xiao Bo Hui ALM ELM OffRL 29 2 0 16 Oct 2024
RACH-Space: Reconstructing Adaptive Convex Hull Space with Applications in Weak Supervision Woojoo Na Abiy Tasissa 21 0 0 10 Jul 2023
Imprecise Label Learning: A Unified Framework for Learning with Various Imprecise Label Configurations Hao Chen Ankit Shah Jindong Wang R. Tao Yidong Wang Xingxu Xie Masashi Sugiyama Rita Singh Bhiksha Raj 29 12 0 22 May 2023
Weakly Supervised Label Learning Flows You Lu Chidubem Arachie Bert Huang 20 0 0 19 Feb 2023
Losses over Labels: Weakly Supervised Learning via Direct Loss Construction Dylan Sam J. Zico Kolter NoLa OffRL 37 13 0 13 Dec 2022
Label Propagation with Weak Supervision Rattana Pukdee Dylan Sam Maria-Florina Balcan Pradeep Ravikumar 34 9 0 07 Oct 2022
Learning Hyper Label Model for Programmatic Weak Supervision Renzhi Wu Sheng Chen Jieyu Zhang Xu Chu 20 16 0 27 Jul 2022
LOPS: Learning Order Inspired Pseudo-Label Selection for Weakly Supervised Text Classification Dheeraj Mekala Chengyu Dong Jingbo Shang 6 20 0 25 May 2022
Language Models in the Loop: Incorporating Prompting into Weak Supervision Ryan Smith Jason Alan Fries Braden Hancock Stephen H. Bach 47 53 0 04 May 2022
Data Consistency for Weakly Supervised Learning Chidubem Arachie Bert Huang NoLa 22 2 0 08 Feb 2022