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Weakly Supervised Learning

3895 directly classified papers

Papers per year

Papers

Screening, Rectifying, and Re-Screening: A Unified Framework for Tuning Vision-Language Models with Noisy Labels IJCAI 2025
RAEmoLLM: Retrieval Augmented LLMs for Cross-Domain Misinformation Detection Using In-Context Learning Based on Emotional Information ACL 2025
Are the Values of LLMs Structurally Aligned with Humans? A Causal Perspective ACL 2025
Learning from Negative Samples in Biomedical Generative Entity Linking ACL 2025
Explainable Automatic Fact-Checking for Journalists Augmentation in the Wild IJCAI 2025
MisinfoTeleGraph: Network-driven Misinformation Detection for German Telegram Messages ACL 2025
Fine‐Tuned Transformers for Detection and Classification of Persuasion Techniques in Slavic Languages ACL 2025
DUTir at SemEval-2025 Task 4: Optimized Fine-Tuning of Linear Layers for Balanced Knowledge Forgetting and Retention ACL 2025
MDIT-Bench: Evaluating the Dual-Implicit Toxicity in Large Multimodal Models ACL 2025
Debiasing Online Preference Learning via Preference Feature Preservation ACL 2025
Unsupervised Automatic Short Answer Grading and Essay Scoring: A Weakly Supervised Explainable Approach ACL 2025
Recalling The Forgotten Class Memberships: Unlearned Models Can Be Noisy Labelers to Leak Privacy IJCAI 2025
GIL-IIMAS UNAM at SemEval-2025 Task 4: LA-Min(E): LLM Unlearning Approaches Under Function Minimizing Evaluation Constraints ACL 2025
AI4Contracts: LLM & RAG-Powered Encoding of Financial Derivative Contracts IJCAI 2025
Qsco: A Quantum Scoring Module for Open-Set Supervised Anomaly Detection AAAI 2025
Holistic Unlearning Benchmark: A Multi-Faceted Evaluation for Text-to-Image Diffusion Model Unlearning ICCV 2025
Comparing human and LLM proofreading in L2 writing: Impact on lexical and syntactic features ACL 2025
RPMIL: Rethinking Uncertainty-Aware Probabilistic Multiple Instance Learning for Whole Slide Pathology Diagnosis IJCAI 2025
Indonesian Speech Content De-Identification in Low Resource Transcripts COLING 2025
Focused-DPO: Enhancing Code Generation Through Focused Preference Optimization on Error-Prone Points ACL 2025
An Annotated Dataset of Errors in Premodern Greek and Baselines for Detecting Them NAACL 2025
Dataground at SemEval-2025 Task 8: Small LLMs and Preference Optimization for Tabular QA ACL 2025
How to Learn in a Noisy World? Self-Correcting the Real-World Data Noise in Machine Translation NAACL 2025
Meta Label Correction with Generalization Regularizer IJCAI 2025
PerspectiveMod: A Perspectivist Resource for Deliberative Moderation EMNLP 2025