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Weakly Supervised Learning

3895 directly classified papers

Papers per year

Papers

TSVC: Tripartite Learning with Semantic Variation Consistency for Robust Image-Text Retrieval AAAI 2025
Disentangling Spatio-Temporal Knowledge for Weakly Supervised Object Detection and Segmentation in Surgical Video WACV 2025
Quality over Quantity: Boosting Data Efficiency Through Ensembled Multimodal Data Curation AAAI 2025
TRATES: Trait-Specific Rubric-Assisted Cross-Prompt Essay Scoring ACL 2025
Component-Level Segmentation for Oracle Bone Inscription Decipherment AAAI 2025
M-BRe: Discovering Training Samples for Relation Extraction from Unlabeled Texts with Large Language Models EMNLP 2025
In Search of the Lost Arch in Dialogue: A Dependency Dialogue Acts Corpus for Multi-Party Dialogues ACL 2025
SHIP: Structural Hierarchies for Instance-Dependent Partial Labels WACV 2025
Navigating Label Ambiguity for Facial Expression Recognition in the Wild AAAI 2025
Dying or Departing? Euphemism Detection for Death Discourse in Historical Texts COLING 2025
Navigating Towards Fairness with Data Selection AAAI 2025
Learning Strategy Representation for Imitation Learning in Multi-Agent Games AAAI 2025
Can External Validation Tools Improve Annotation Quality for LLM-as-a-Judge? ACL 2025
Inverse Reinforcement Learning by Estimating Expertise of Demonstrators AAAI 2025
FGDGNN: Fine-Grained Dynamic Graph Neural Network for Rumor Detection on Social Media ACL 2025
NCL-AR at SemEval-2025 Task 7: A Sieve Filtering Approach to Refute the Misinformation within Harmful Social Media Posts ACL 2025
Annotating and Inferring Compositional Structures in Numeral Systems Across Languages ACL 2025
A Novel Dataset for Classifying German Hate Speech Comments with Criminal Relevance ACL 2025
Humans Hallucinate Too: Language Models Identify and Correct Subjective Annotation Errors With Label-in-a-Haystack Prompts EMNLP 2025
Learning from Negative Samples in Biomedical Generative Entity Linking ACL 2025
WISE: Weak-Supervision-Guided Step-by-Step Explanations for Multimodal LLMs in Image Classification EMNLP 2025
PerspectiveMod: A Perspectivist Resource for Deliberative Moderation EMNLP 2025
Learning Subjective Label Distributions via Sociocultural Descriptors EMNLP 2025
STATE ToxiCN: A Benchmark for Span-level Target-Aware Toxicity Extraction in Chinese Hate Speech Detection ACL 2025
Seeing the Trees for the Forest: Rethinking Weakly-Supervised Medical Visual Grounding ICCV 2025