End-to-End Weak Supervision

5 July 2021

Papers citing "End-to-End Weak Supervision"

30 / 30 papers shown

Title
Medifact at PerAnsSumm 2025: Leveraging Lightweight Models for Perspective-Specific Summarization of Clinical Q&A Forums Nadia Saeed 34 0 0 15 Mar 2025
Mislabeled examples detection viewed as probing machine learning models: concepts, survey and extensive benchmark Thomas George Pierre Nodet A. Bondu Vincent Lemaire VLM 18 0 0 21 Oct 2024
dopanim: A Dataset of Doppelganger Animals with Noisy Annotations from Multiple Humans M. Herde Denis Huseljic Lukas Rauch Bernhard Sick 29 1 0 30 Jul 2024
Theoretical Analysis of Weak-to-Strong Generalization Hunter Lang David Sontag Aravindan Vijayaraghavan 21 19 0 25 May 2024
Convergence Behavior of an Adversarial Weak Supervision Method Steven An Sanjoy Dasgupta 13 0 0 25 May 2024
Annot-Mix: Learning with Noisy Class Labels from Multiple Annotators via a Mixup Extension M. Herde Lukas Lührs Denis Huseljic Bernhard Sick 29 3 0 06 May 2024
Fusing Conditional Submodular GAN and Programmatic Weak Supervision Kumar Shubham Pranav Sastry AP Prathosh 19 1 0 16 Dec 2023
Pareto Optimal Learning for Estimating Large Language Model Errors Theodore Zhao Mu-Hsin Wei J. S. Preston Hoifung Poon 14 6 0 28 Jun 2023
Making Binary Classification from Multiple Unlabeled Datasets Almost Free of Supervision Yuhao Wu Xiaobo Xia Jun Yu Bo Han Gang Niu Masashi Sugiyama Tongliang Liu 4 3 0 12 Jun 2023
Transferring Annotator- and Instance-dependent Transition Matrix for Learning from Crowds Shikun Li Xiaobo Xia Jiankang Deng Shiming Ge Tongliang Liu 19 15 0 05 Jun 2023
Local Boosting for Weakly-Supervised Learning Rongzhi Zhang Yue Yu Jiaming Shen Xiquan Cui Chao Zhang WSOL 34 2 0 05 Jun 2023
Multi-annotator Deep Learning: A Probabilistic Framework for Classification M. Herde Denis Huseljic Bernhard Sick 19 9 0 05 Apr 2023
Weakly Supervised Label Learning Flows You Lu Chidubem Arachie Bert Huang 18 0 0 19 Feb 2023
Analyzing the impact of climate change on critical infrastructure from the scientific literature: A weakly supervised NLP approach Tanwi Mallick Joshua Bergerson Duane R. Verner John K Hutchison L. Levy Prasanna Balaprakash 25 4 0 03 Feb 2023
WeCheck: Strong Factual Consistency Checker via Weakly Supervised Learning Wenhao Wu Wei Li Xinyan Xiao Jiachen Liu Sujian Li Yajuan Lv HILM 18 4 0 20 Dec 2022
Losses over Labels: Weakly Supervised Learning via Direct Loss Construction Dylan Sam J. Zico Kolter NoLa OffRL 24 13 0 13 Dec 2022
Time-Aware Datasets are Adaptive Knowledgebases for the New Normal Abhijit Suprem Sanjyot Vaidya J. Ferreira C. Pu 21 2 0 22 Nov 2022
Ground Truth Inference for Weakly Supervised Entity Matching Renzhi Wu Alexander Bendeck Xu Chu Yeye He 14 8 0 13 Nov 2022
SepLL: Separating Latent Class Labels from Weak Supervision Noise Andreas Stephan Vasiliki Kougia Benjamin Roth 10 8 0 25 Oct 2022
Adaptive Ranking-based Sample Selection for Weakly Supervised Class-imbalanced Text Classification Linxin Song Jieyu Zhang Tianxiang Yang M. Goto 15 3 0 06 Oct 2022
Leveraging Instance Features for Label Aggregation in Programmatic Weak Supervision Jieyu Zhang Linxin Song Alexander Ratner 56 8 0 06 Oct 2022
XPASC: Measuring Generalization in Weak Supervision by Explainability and Association Luisa März Ehsaneddin Asgari Fabienne Braune Franziska Zimmermann Benjamin Roth 15 0 0 03 Jun 2022
MiDAS: Multi-integrated Domain Adaptive Supervision for Fake News Detection Abhijit Suprem C. Pu 30 7 0 19 May 2022
Evaluating Generalizability of Fine-Tuned Models for Fake News Detection Abhijit Suprem C. Pu 21 4 0 15 May 2022
ULF: Unsupervised Labeling Function Correction using Cross-Validation for Weak Supervision Anastasiia Sedova Benjamin Roth 21 0 0 14 Apr 2022
Shoring Up the Foundations: Fusing Model Embeddings and Weak Supervision Mayee F. Chen Daniel Y. Fu Dyah Adila Michael Zhang Frederic Sala Kayvon Fatahalian Christopher Ré 19 20 0 24 Mar 2022
Generative Modeling Helps Weak Supervision (and Vice Versa) Benedikt Boecking Nicholas Roberts W. Neiswanger Stefano Ermon Frederic Sala Artur Dubrawski 17 1 0 22 Mar 2022
Nemo: Guiding and Contextualizing Weak Supervision for Interactive Data Programming Cheng-Yu Hsieh Jieyu Zhang Alexander Ratner 18 15 0 02 Mar 2022
A Survey on Programmatic Weak Supervision Jieyu Zhang Cheng-Yu Hsieh Yue Yu Chao Zhang Alexander Ratner 19 91 0 11 Feb 2022
Understanding self-supervised Learning Dynamics without Contrastive Pairs Yuandong Tian Xinlei Chen Surya Ganguli SSL 138 278 0 12 Feb 2021