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Learning Paradigms

14,967 papers (9 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Transfer Learning (8,172) Few-Shot Learning (2,681) Meta-Learning (1,719) Federated Learning (1,560) Zero-Shot Learning (878) Continual Learning (189) Domain Adaptation (184) Self-Supervised Learning (158) Active Learning (154) Multi-Task Learning (145) Semi-Supervised Learning (86) In-Context Learning (53) Unsupervised Learning (53) Domain Generalization (26) Weakly Supervised Learning (23)

Papers per year

4
29
67
1,124
2,486
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'10
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'25

Papers (including subtopics)

Normalize Then Propagate: Efficient Homophilous Regularization for Few-Shot Semi-Supervised Node Classification AAAI 2025 NormAL LoRA: What is the perfect size? EMNLP 2025 Not all Hallucinations are Good to Throw Away When it Comes to Legal Abstractive Summarization NAACL 2025 NoT: Federated Unlearning via Weight Negation CVPR 2025 Not Just a Piece of Cake: Cross-Lingual Fine-Tuning for Idiom Identification IJCNLP 2025 NotMyNarrative at SemEval-2025 Task 10: Do Narrative Features Share Across Languages in Multilingual Encoder Models? SemEval 2025 No Train but Gain: Language Arithmetic for training-free Language Adapters enhancement COLING 2025 NSF-MAP: Neurosymbolic Multimodal Fusion for Robust and Interpretable Anomaly Prediction in Assembly Pipelines IJCAI 2025 NSF-SciFy: Mining the NSF Awards Database for Scientific Claims EMNLP 2025 NSU_PiedPiper at BLP-2025 Task 2: A Chain-of-Thought with Iterative Debugging Approach for Code Generation with Bangla Instruction AACL 2025 Nudging: Inference-time Alignment of LLMs via Guided Decoding ACL 2025 NusaDialogue: Dialogue Summarization and Generation for Underrepresented and Extremely Low-Resource Languages COLING 2025 NUST Titans at SemEval-2025 Task 11: AfroEmo: Multilingual Emotion Detection with Adaptive Afro-XLM-R SemEval 2025 NyayaAnumana and INLegalLlama: The Largest Indian Legal Judgment Prediction Dataset and Specialized Language Model for Enhanced Decision Analysis COLING 2025 NyayaRAG: Realistic Legal Judgment Prediction with RAG under the Indian Common Law System IJCNLP 2025 O$^3$Afford: One-Shot 3D Object-to-Object Affordance Grounding for Generalizable Robotic Manipulation CoRL 2025 OAMaskFlow: Occlusion-Aware Motion Mask for Scene Flow AAAI 2025 Obeying the Order: Introducing Ordered Transfer Hyperparameter Optimization AutoML 2025 Odyssey : Empowering Minecraft Agents with Open-World Skills IJCAI 2025 Offline Multi-task Transfer RL with Representational Penalization AISTATS 2025 Offline-to-Online Hyperparameter Transfer for Stochastic Bandits AAAI 2025 OmniManip: Towards General Robotic Manipulation via Object-Centric Interaction Primitives as Spatial Constraints CVPR 2025 OMS: On-the-fly, Multi-Objective, Self-Reflective Ad Keyword Generation via LLM Agent EMNLP 2025 ONDA-Pose: Occlusion-Aware Neural Domain Adaptation for Self-Supervised 6D Object Pose Estimation CVPR 2025 One-for-All Few-Shot Anomaly Detection via Instance-Induced Prompt Learning ICLR 2025