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Weakly Supervised Learning

3895 directly classified papers

Papers per year

Papers

C3PA: An Open Dataset of Expert-Annotated and Regulation-Aware Privacy Policies to Enable Scalable Regulatory Compliance Audits EMNLP 2024
Stage-Aware Learning for Dynamic Treatments JMLR 2024
UIR-ISC at SemEval-2024 Task 3: Textual Emotion-Cause Pair Extraction in Conversations NAACL 2024
Diversity Over Size: On the Effect of Sample and Topic Sizes for Topic-Dependent Argument Mining Datasets EMNLP 2024
An Asymptotic Study of Discriminant and Vote-Averaging Schemes for Randomly-Projected Linear Discriminants JMLR 2024
dopanim: A Dataset of Doppelganger Animals with Noisy Annotations from Multiple Humans NIPS 2024
Accurate and Data-Efficient Toxicity Prediction when Annotators Disagree EMNLP 2024
Nearest Neighbor Sampling for Covariate Shift Adaptation JMLR 2024
Learning Safety Constraints from Demonstrations with Unknown Rewards AISTATS 2024
Contextual Bandits with Packing and Covering Constraints: A Modular Lagrangian Approach via Regression JMLR 2024
Don't Drop Your Samples! Coherence-Aware Training Benefits Conditional Diffusion CVPR 2024
On Doubly Robust Inference for Double Machine Learning in Semiparametric Regression JMLR 2024
Oracle-Efficient Pessimism: Offline Policy Optimization In Contextual Bandits AISTATS 2024
Linear Distance Metric Learning with Noisy Labels JMLR 2024
Create! Don’t Repeat: A Paradigm Shift in Multi-Label Augmentation through Label Creative Generation NAACL 2024
Predictive Inference with Weak Supervision JMLR 2024
A Preference-driven Paradigm for Enhanced Translation with Large Language Models NAACL 2024
NoisyGL: A Comprehensive Benchmark for Graph Neural Networks under Label Noise NIPS 2024
On Truthing Issues in Supervised Classification JMLR 2024
Extremely Weakly-supervised Text Classification with Wordsets Mining and Sync-Denoising NAACL 2024
Mashee at SemEval-2024 Task 8: The Impact of Samples Quality on the Performance of In-Context Learning for Machine Text Classification NAACL 2024
Denoising Table-Text Retrieval for Open-Domain Question Answering COLING 2024
CAM Back Again: Large Kernel CNNs from a Weakly Supervised Object Localization Perspective CVPR 2024
Charting the Linguistic Landscape of Developing Writers: An Annotation Scheme for Enhancing Native Language Proficiency COLING 2024
Extreme Point Supervised Instance Segmentation CVPR 2024