Weakly Supervised Learning

ADMoE: Anomaly Detection with Mixture-of-Experts from Noisy Labels AAAI 2023 A Gift from Label Smoothing: Robust Training with Adaptive Label Smoothing via Auxiliary Classifier under Label Noise AAAI 2023 A Hierarchical Context-aware Modeling Approach for Multi-aspect and Multi-granular Pronunciation Assessment Interspeech 2023 Alfred: A System for Prompted Weak Supervision ACL 2023 Aligning Factual Consistency for Clinical Studies Summarization through Reinforcement Learning ACL 2023 ALIM: Adjusting Label Importance Mechanism for Noisy Partial Label Learning NeurIPS 2023 All Points Matter: Entropy-Regularized Distribution Alignment for Weakly-supervised 3D Segmentation NeurIPS 2023 ALWOD: Active Learning for Weakly-Supervised Object Detection ICCV 2023 A Minimalist Dataset for Systematic Generalization of Perception, Syntax, and Semantics ICLR 2023 A Multi-Task Dataset for Assessing Discourse Coherence in Chinese Essays: Structure, Theme, and Logic Analysis EMNLP 2023 AniEE: A Dataset of Animal Experimental Literature for Event Extraction EMNLP 2023 Annotating and Training for Population Subjective Views ACL 2023 Annotating Mentions Alone Enables Efficient Domain Adaptation for Coreference Resolution ACL 2023 Annotation-Inspired Implicit Discourse Relation Classification with Auxiliary Discourse Connective Generation ACL 2023 A Noise-Tolerant Differentiable Learning Approach for Single Occurrence Regular Expression with Interleaving AAAI 2023 A Noisy-Label-Learning Formulation for Immune Repertoire Classification and Disease-Associated Immune Receptor Sequence Identification IJCAI 2023 A Novel Table-to-Graph Generation Approach for Document-Level Joint Entity and Relation Extraction ACL 2023 Antarlekhaka: A Comprehensive Tool for Multi-task Natural Language Annotation EMNLP 2023 A Query-Parallel Machine Reading Comprehension Framework for Low-resource NER EMNLP 2023 Arabic Dialect Identification under Scrutiny: Limitations of Single-label Classification EMNLP 2023 Architectural Sweet Spots for Modeling Human Label Variation by the Example of Argument Quality: It’s Best to Relate Perspectives! EMNLP 2023 Are Binary Annotations Sufficient? Video Moment Retrieval via Hierarchical Uncertainty-Based Active Learning CVPR 2023 ArgAnalysis35K : A large-scale dataset for Argument Quality Analysis ACL 2023 A Simple Vision Transformer for Weakly Semi-supervised 3D Object Detection ICCV 2023 Ask Language Model to Clean Your Noisy Translation Data EMNLP 2023