Weakly Supervised Learning

Aligning NLP Models with Target Population Perspectives using PAIR: Population-Aligned Instance Replication EMNLP 2025 ALPI: Auto-Labeller with Proxy Injection for 3D Object Detection using 2D Labels Only WACV 2025 Analyzing Offensive Language Dataset Insights from Training Dynamics and Human Agreement Level COLING 2025 An Annotated Dataset of Errors in Premodern Greek and Baselines for Detecting Them NAACL 2025 An Encoder-Agnostic Weakly Supervised Method for Describing Textures WACV 2025 An Exemplar-based Framework for Chinese Text Recognition AAAI 2025 Annotating and Inferring Compositional Structures in Numeral Systems Across Languages ACL 2025 Annotating the Annotators: Analysis, Insights and Modelling from an Annotation Campaign on Persuasion Techniques Detection ACL 2025 A Novel Dataset for Classifying German Hate Speech Comments with Criminal Relevance ACL 2025 A Practical Tool to Help Automate Interlinear Glossing: a Study on Mukrī Kurdish ACL 2025 ArabicWeb-Edu: Educational Quality Data for Arabic LLM Training EMNLP 2025 A Realistic Protocol for Evaluation of Weakly Supervised Object Localization WACV 2025 Are the Values of LLMs Structurally Aligned with Humans? A Causal Perspective ACL 2025 ARPDL: Adaptive Relational Prior Distribution Loss as an Adapter for Document-Level Relation Extraction IJCAI 2025 Ask-Before-Detection: Identifying and Mitigating Conformity Bias in LLM-Powered Error Detector for Math Word Problem Solutions ACL 2025 As Pseudo-Label Free as Possible: Leveraging Adaptive Feature Generation for Sparsely Annotated Object Detection AAAI 2025 Audio-Visual Semantic Graph Network for Audio-Visual Event Localization CVPR 2025 Automated L2 Proficiency Scoring: Weak Supervision, Large Language Models, and Statistical Guarantees ACL 2025 Automatic concept extraction for learning domain modeling: A weakly supervised approach using contextualized word embeddings ACL 2025 AUTOSUMM: A Comprehensive Framework for LLM-Based Conversation Summarization ACL 2025 Auxiliary Prompt Tuning of Vision-Language Models for Few-Shot Out-of-Distribution Detection ICCV 2025 Balancing Privacy and Utility in Personal LLM Writing Tasks: An Automated Pipeline for Evaluating Anonymizations NAACL 2025 BehaviorSFT: Behavioral Token Conditioning for Health Agents Across the Proactivity Spectrum EMNLP 2025 Beyond the Binary: Analysing Transphobic Hate and Harassment Online ACL 2025 Beyond the Limits: Overcoming Negative Correlation of Activation-Based Training-Free NAS ICCV 2025