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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
'15
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'25

Papers (including subtopics)

Knowledge-Guided Cross-Topic Visual Question Generation COLING 2024 Knowledge Guided Semi-supervised Learning for Quality Assessment of User Generated Videos AAAI 2024 Knowledge-Preserving Pluggable Modules for Multilingual Speech Translation Tasks Interspeech 2024 Knowledge Transfer via Compact Model in Federated Learning (Student Abstract) AAAI 2024 Knowledge Triplets Derivation from Scientific Publications via Dual-Graph Resonance COLING 2024 KnowTuning: Knowledge-aware Fine-tuning for Large Language Models EMNLP 2024 KnowVrDU: A Unified Knowledge-aware Prompt-Tuning Framework for Visually-rich Document Understanding COLING 2024 KRX Bench: Automating Financial Benchmark Creation via Large Language Models COLING 2024 KTCN: Enhancing Open-World Object Detection with Knowledge Transfer and Class-Awareness Neutralization IJCAI 2024 KU-DMIS at MEDIQA-CORR 2024: Exploring the Reasoning Capabilities of Small Language Models in Medical Error Correction NAACL 2024 KW-Design: Pushing the Limit of Protein Design via Knowledge Refinement ICLR 2024 Label Augmentation for Zero-Shot Hierarchical Text Classification ACL 2024 Label-Aware Automatic Verbalizer for Few-Shot Text Classification in Mid-To-Low Resource Languages ACL 2024 Label-Efficient Few-Shot Semantic Segmentation with Unsupervised Meta-Training AAAI 2024 Label-efficient Semantic Scene Completion with Scribble Annotations IJCAI 2024 Label Leakage in Vertical Federated Learning: A Survey IJCAI 2024 Labels Need Prompts Too: Mask Matching for Natural Language Understanding Tasks AAAI 2024 Lacuna Language Learning: Leveraging RNNs for Ranked Text Completion in Digitized Coptic Manuscripts ACL 2024 LaMini-LM: A Diverse Herd of Distilled Models from Large-Scale Instructions EACL 2024 Landmark Embedding: A Chunking-Free Embedding Method For Retrieval Augmented Long-Context Large Language Models ACL 2024 LangBridge: Multilingual Reasoning Without Multilingual Supervision ACL 2024 Language and Task Arithmetic with Parameter-Efficient Layers for Zero-Shot Summarization EMNLP 2024 Language-Driven Anchors for Zero-Shot Adversarial Robustness CVPR 2024 Language-Independent Representations Improve Zero-Shot Summarization NAACL 2024 Language-Interfaced Tabular Oversampling via Progressive Imputation and Self-Authentication ICLR 2024