← Learning Types
Machine Learning › Learning Types ›

Weakly Supervised Learning

3895 directly classified papers

Papers per year

Papers

Bias-Resilient Weakly Supervised Semantic Segmentation Using Normalizing Flows ICCV 2025
Team Cantharellus at SemEval-2025 Task 3: Hallucination Span Detection with Fine Tuning on Weakly Supervised Synthetic Data SEMEVAL 2025
Beyond the Binary: Analysing Transphobic Hate and Harassment Online ACL 2025
MisinfoTeleGraph: Network-driven Misinformation Detection for German Telegram Messages ACL 2025
Using LLMs and Preference Optimization for Agreement-Aware HateWiC Classification ACL 2025
Dataground at SemEval-2025 Task 8: Small LLMs and Preference Optimization for Tabular QA ACL 2025
HausaNLP at SemEval-2025 Task 3: Towards a Fine-Grained Model-Aware Hallucination Detection ACL 2025
JUNLP_Sarika at SemEval-2025 Task 11: Bridging Contextual Gaps in Text-Based Emotion Detection using Transformer Models ACL 2025
SemEval-2025 Task 9: The Food Hazard Detection Challenge ACL 2025
Annotating and Inferring Compositional Structures in Numeral Systems Across Languages ACL 2025
Shortcut Learning in Safety: The Impact of Keyword Bias in Safeguards ACL 2025
Unsupervised Sustainability Report Labeling based on the integration of the GRI and SDG standards ACL 2025
Hybrid Annotation for Propaganda Detection: Integrating LLM Pre-Annotations with Human Intelligence ACL 2025
Integrating Expert Labels into LLM-based Emission Goal Detection: Example Selection vs Automatic Prompt Design ACL 2025
Bridging the Socioeconomic Gap in Education: A Hybrid AI and Human Annotation Approach ACL 2025
Comparing human and LLM proofreading in L2 writing: Impact on lexical and syntactic features ACL 2025
Unsupervised Automatic Short Answer Grading and Essay Scoring: A Weakly Supervised Explainable Approach ACL 2025
Automatic concept extraction for learning domain modeling: A weakly supervised approach using contextualized word embeddings ACL 2025
Automated L2 Proficiency Scoring: Weak Supervision, Large Language Models, and Statistical Guarantees ACL 2025
NLIP at BEA 2025 Shared Task: Evaluation of Pedagogical Ability of AI Tutors ACL 2025
From Noise to Nuance: Enriching Subjective Data Annotation through Qualitative Analysis EMNLP 2025
Predicting Depression in Screening Interviews from Interactive Multi-Theme Collaboration ACL 2025
CLEAR: Character Unlearning in Textual and Visual Modalities ACL 2025
Combining Automated and Manual Data for Effective Downstream Fine-Tuning of Transformers for Low-Resource Language Applications ACL 2025
CliniDial: A Naturally Occurring Multimodal Dialogue Dataset for Team Reflection in Action During Clinical Operation ACL 2025