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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
'5
'10
'15
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'25

Papers (including subtopics)

Iterative Repair with Weak Verifiers for Few-shot Transfer in KBQA with Unanswerability ACL 2025 It is not a piece of cake for GPT: Explaining Textual Entailment Recognition in the presence of Figurative Language COLING 2025 It’s All About In-Context Learning! Teaching Extremely Low-Resource Languages to LLMs EMNLP 2025 ITU NLP at TSAR 2025 Shared Task A Three-Stage Prompting Approach for CEFR-Oriented Text Simplification EMNLP 2025 JARVIS-VLA: Post-Training Large-Scale Vision Language Models to Play Visual Games with Keyboards and Mouse ACL 2025 JEN-1 DreamStyler: Customized Musical Concept Learning via Pivotal Parameters Tuning AAAI 2025 Jinan Smart Education at BEA 2025 Shared Task: Dual Encoder Architecture for Tutor Identification via Semantic Understanding of Pedagogical Conversations ACL 2025 JiSAM: Alleviate Labeling Burden and Corner Case Problems in Autonomous Driving via Minimal Real-World Data CVPR 2025 JNLP at SemEval-2025 Task 11: Cross-Lingual Multi-Label Emotion Detection Using Generative Models SemEval 2025 Joint Out-of-Distribution Filtering and Data Discovery Active Learning CVPR 2025 Joint Scheduling of Causal Prompts and Tasks for Multi-Task Learning CVPR 2025 JOLT-SQL: Joint Loss Tuning of Text-to-SQL with Confusion-aware Noisy Schema Sampling EMNLP 2025 JU_NLP at BLP-2025 Task 2: Leveraging Zero-Shot Prompting for Bangla Natural Language to Python Code Generation AACL 2025 Just Read the Codebook! Make Use of Quality Codebooks in Zero-Shot Classification of Multilabel Frame Datasets COLING 2025 Just Shift It: Test-Time Prototype Shifting for Zero-Shot Generalization with Vision-Language Models WACV 2025 KBAlign: Efficient Self Adaptation on Specific Textual Knowledge Bases EMNLP 2025 KBM: Delineating Knowledge Boundary for Adaptive Retrieval in Large Language Models EMNLP 2025 KERLQA: Knowledge-Enhanced Reinforcement Learning for Question Answering in Low-resource Languages IJCNLP 2025 Kernel-Aware Graph Prompt Learning for Few-Shot Anomaly Detection AAAI 2025 KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval EMNLP 2025 Kinetix: Investigating the Training of General Agents through Open-Ended Physics-Based Control Tasks ICLR 2025 KinFormer: Generalizable Dynamical Symbolic Regression for Catalytic Organic Reaction Kinetics ICLR 2025 KITS: Inductive Spatio-Temporal Kriging with Increment Training Strategy AAAI 2025 Knockoff Branch: Model Stealing Attack via Adding Neurons in the Pre-Trained Model WACV 2025 Know2Vec: A Black-Box Proxy for Neural Network Retrieval AAAI 2025