Weakly Supervised Learning

What Makes and Breaks Safety Fine-tuning? A Mechanistic Study NeurIPS 2024 What Makes Partial-Label Learning Algorithms Effective? NeurIPS 2024 What to Annotate: Retrieving Lexical Markers of Conspiracy Discourse from an Italian-English Corpus of Telegram Data COLING 2024 When 3D Bounding-Box Meets SAM: Point Cloud Instance Segmentation With Weak-and-Noisy Supervision WACV 2024 When Life Gives You Lemons, Make Cherryade: Converting Feedback from Bad Responses into Good Labels NAACL 2024 When No-Rejection Learning is Consistent for Regression with Rejection AISTATS 2024 Which Is More Effective in Label Noise Cleaning, Correction or Filtering? AAAI 2024 Why is SAM Robust to Label Noise? ICLR 2024 WISER: Weak Supervision and Supervised Representation Learning to Improve Drug Response Prediction in Cancer ICML 2024 Would I Lie To You? Inference Time Alignment of Language Models using Direct Preference Heads NeurIPS 2024 WPML3CP: Wasserstein Partial Multi-Label Learning with Dual Label Correlation Perspectives IJCAI 2024 xMIL: Insightful Explanations for Multiple Instance Learning in Histopathology NeurIPS 2024 ZenPropaganda: A Comprehensive Study on Identifying Propaganda Techniques in Russian Coronavirus-Related Media COLING 2024 ZOOM: Learning Video Mirror Detection with Extremely-Weak Supervision AAAI 2024 2D-3D Interlaced Transformer for Point Cloud Segmentation with Scene-Level Supervision ICCV 2023 Abductive Commonsense Reasoning Exploiting Mutually Exclusive Explanations ACL 2023 A Benchmark on Extremely Weakly Supervised Text Classification: Reconcile Seed Matching and Prompting Approaches ACL 2023 Accurate Training of Web-based Question Answering Systems with Feedback from Ranked Users ACL 2023 A Confidence-based Partial Label Learning Model for Crowd-Annotated Named Entity Recognition ACL 2023 Actionness Inconsistency-Guided Contrastive Learning for Weakly-Supervised Temporal Action Localization AAAI 2023 Active Negative Loss Functions for Learning with Noisy Labels NeurIPS 2023 AdaBoost.C2: Boosting Classifiers Chains for Multi-Label Classification AAAI 2023 Adaptive Textual Label Noise Learning based on Pre-trained Models EMNLP 2023 Addressing NER Annotation Noises with Uncertainty-Guided Tree-Structured CRFs EMNLP 2023 Addressing Weak Decision Boundaries in Image Classification by Leveraging Web Search and Generative Models IJCAI 2023