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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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Papers (including subtopics)

GOAT-Bench: A Benchmark for Multi-Modal Lifelong Navigation CVPR 2024 GOLD: Generalized Knowledge Distillation via Out-of-Distribution-Guided Language Data Generation NAACL 2024 GOLEM: GOld Standard for Learning and Evaluation of Motifs COLING 2024 GoLLIE: Annotation Guidelines improve Zero-Shot Information-Extraction ICLR 2024 GOMAA-Geo: GOal Modality Agnostic Active Geo-localization NeurIPS 2024 GPT vs RETRO: Exploring the Intersection of Retrieval and Parameter-Efficient Fine-Tuning EMNLP 2024 Gradient Consistency-based Parameter Allocation for Multilingual Neural Machine Translation COLING 2024 Gradient Localization Improves Lifelong Pretraining of Language Models EMNLP 2024 Gradient Reweighting: Towards Imbalanced Class-Incremental Learning CVPR 2024 GRADUAL: Granularity-aware Dual Prototype Learning for Better Few-Shot Relation Extraction ACL 2024 Grammatical Error Correction for Code-Switched Sentences by Learners of English COLING 2024 GraphCare: Enhancing Healthcare Predictions with Personalized Knowledge Graphs ICLR 2024 Graph Metanetworks for Processing Diverse Neural Architectures ICLR 2024 Graph Positional and Structural Encoder ICML 2024 Graph Reasoning Transformers for Knowledge-Aware Question Answering AAAI 2024 Graph Transformers on EHRs: Better Representation Improves Downstream Performance ICLR 2024 Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation Extraction EMNLP 2024 GreekBART: The First Pretrained Greek Sequence-to-Sequence Model COLING 2024 Grey-Box Bayesian Optimization for Sensor Placement in Assisted Living Environments AAAI 2024 GRIZAL: Generative Prior-guided Zero-Shot Temporal Action Localization EMNLP 2024 Grokking of Implicit Reasoning in Transformers: A Mechanistic Journey to the Edge of Generalization NeurIPS 2024 Grounded Language Agent for Product Search via Intelligent Web Interactions EMNLP 2024 Grounded Object-Centric Learning ICLR 2024 Grounding Everything: Emerging Localization Properties in Vision-Language Transformers CVPR 2024 Group Preference Optimization: Few-Shot Alignment of Large Language Models ICLR 2024