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Weakly Supervised Learning

3895 directly classified papers

Papers per year

Papers

LimRank: Less is More for Reasoning-Intensive Information Reranking EMNLP 2025
Enhancing Reasoning Abilities of Small LLMs with Cognitive Alignment EMNLP 2025
REGULAR: A Framework for Relation-Guided Multi-Span Question Generation IJCNLP 2025
WISE: Weak-Supervision-Guided Step-by-Step Explanations for Multimodal LLMs in Image Classification EMNLP 2025
Learning from Sufficient Rationales: Analysing the Relationship Between Explanation Faithfulness and Token-level Regularisation Strategies IJCNLP 2025
Are the Values of LLMs Structurally Aligned with Humans? A Causal Perspective ACL 2025
M-BRe: Discovering Training Samples for Relation Extraction from Unlabeled Texts with Large Language Models EMNLP 2025
Humans Hallucinate Too: Language Models Identify and Correct Subjective Annotation Errors With Label-in-a-Haystack Prompts EMNLP 2025
Measuring scalar constructs in social science with LLMs EMNLP 2025
Fast Multi-Instance Partial-Label Learning AAAI 2025
Multi-Instance Multi-Label Classification from Crowdsourced Labels AAAI 2025
Navigating Towards Fairness with Data Selection AAAI 2025
An Exemplar-based Framework for Chinese Text Recognition AAAI 2025
Debate Helps Weak-to-Strong Generalization AAAI 2025
Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing ACL 2025
Component-Level Segmentation for Oracle Bone Inscription Decipherment AAAI 2025
Optimizing Label Assignment for Weakly Supervised Person Search AAAI 2025
Inverse Reinforcement Learning by Estimating Expertise of Demonstrators AAAI 2025
Navigating Label Ambiguity for Facial Expression Recognition in the Wild AAAI 2025
Similar Modality Enhancement and Action Consistency Learning for Weakly Supervised Temporal Action Localization AAAI 2025
Calibrated Disambiguation for Partial Multi-label Learning AAAI 2025
TSVC: Tripartite Learning with Semantic Variation Consistency for Robust Image-Text Retrieval AAAI 2025
Federated Learning with Sample-level Client Drift Mitigation AAAI 2025
Quality over Quantity: Boosting Data Efficiency Through Ensembled Multimodal Data Curation AAAI 2025
Federated Weakly Supervised Video Anomaly Detection with Multimodal Prompt AAAI 2025