Learning to Robustly Aggregate Labeling Functions for Semi-supervised
Data Programming

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Learning to Robustly Aggregate Labeling Functions for Semi-supervised Data Programming

Findings (Findings), 2021

23 September 2021

Ayush Maheshwari

Krishnateja Killamsetty

Ganesh Ramakrishnan

Rishabh K. Iyer

Marina Danilevsky

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Papers citing "Learning to Robustly Aggregate Labeling Functions for Semi-supervised Data Programming"

11 / 11 papers shown

Title
ARISE: Iterative Rule Induction and Synthetic Data Generation for Text ClassificationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2025 Y. Meena Vaibhav Singh Ayush Maheshwari Amrith Krishna Ganesh Ramakrishnan AI4TS 828 1 0 09 Feb 2025
FAIR: Filtering of Automatically Induced Rules Divya J. Bajpai Ayush Maheshwari M. Hanawal Ganesh Ramakrishnan 174 1 0 23 Feb 2024
STENCIL: Submodular Mutual Information Based Weak Supervision for Cold-Start Active Learning Nathan Beck Adithya Iyer Rishabh K. Iyer 177 1 0 21 Feb 2024
TEXTRON: Weakly Supervised Multilingual Text Detection through Data Programming Dhruv Kudale Badri Vishal Kasuba Venkatapathy Subramanian P. Chaudhuri Ganesh Ramakrishnan 198 3 0 15 Feb 2024
INSITE: labelling medical images using submodular functions and semi-supervised data programmingIEEE International Symposium on Biomedical Imaging (ISBI), 2024 Akshat Gautam Anurag Shandilya Akshit Srivastava Venkatapathy Subramanian Ganesh Ramakrishnan Kshitij S. Jadhav 114 1 0 11 Feb 2024
Fusing Conditional Submodular GAN and Programmatic Weak SupervisionAAAI Conference on Artificial Intelligence (AAAI), 2023 Kumar Shubham Pranav Sastry AP Prathosh 300 3 0 16 Dec 2023
EIGEN: Expert-Informed Joint Learning Aggregation for High-Fidelity Information Extraction from Document Images A. Singh Venkatapathy Subramanian Ayush Maheshwari Pradeep Narayan D. P. Shetty Ganesh Ramakrishnan 104 3 0 23 Nov 2023
PIEClass: Weakly-Supervised Text Classification with Prompting and Noise-Robust Iterative Ensemble TrainingConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Yunyi Zhang Minhao Jiang Yu Meng Yu Zhang Jiawei Han NoLa 151 17 0 23 May 2023
Automatic Rule Induction for Interpretable Semi-Supervised LearningConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Reid Pryzant Ziyi Yang Yichong Xu Chenguang Zhu Michael Zeng 233 10 0 18 May 2022
UDAAN: Machine Learning based Post-Editing tool for Document Translation Ayush Maheshwari A. Ravindran Venkatapathy Subramanian Ganesh Ramakrishnan 131 8 0 03 Mar 2022
Adaptive Mixing of Auxiliary Losses in Supervised LearningAAAI Conference on Artificial Intelligence (AAAI), 2022 D. Sivasubramanian Ayush Maheshwari Pradeep Shenoy A. Prathosh Ganesh Ramakrishnan 322 7 0 07 Feb 2022