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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)

Evaluation of Really Good Grammatical Error Correction COLING 2024 EVCap: Retrieval-Augmented Image Captioning with External Visual-Name Memory for Open-World Comprehension CVPR 2024 Event Detection from Social Media for Epidemic Prediction NAACL 2024 Event Extraction in Basque: Typologically Motivated Cross-Lingual Transfer-Learning Analysis COLING 2024 Evidence-guided Inference for Neutralized Zero-shot Transfer COLING 2024 EvoluNet: Advancing Dynamic Non-IID Transfer Learning on Graphs ICML 2024 Examining Language Modeling Assumptions Using an Annotated Literary Dialect Corpus EMNLP 2024 Examining Modularity in Multilingual LMs via Language-Specialized Subnetworks NAACL 2024 ExHuBERT: Enhancing HuBERT Through Block Extension and Fine-Tuning on 37 Emotion Datasets Interspeech 2024 Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning CVPR 2024 Expanding Sparse Tuning for Low Memory Usage NeurIPS 2024 ExpeL: LLM Agents Are Experiential Learners AAAI 2024 Experiential Co-Learning of Software-Developing Agents ACL 2024 Experiments in Mamba Sequence Modeling and NLLB-200 Fine-Tuning for Low Resource Multilingual Machine Translation NAACL 2024 Exploring Active Learning in Meta-Learning: Enhancing Context Set Labeling ECCV 2024 Exploring adaptation techniques of large speech foundation models for low-resource ASR: a case study on Northern Sámi Interspeech 2024 Exploring and Exploiting the Asymmetric Valley of Deep Neural Networks NeurIPS 2024 Exploring BERT-Based Classification Models for Detecting Phobia Subtypes: A Novel Tweet Dataset and Comparative Analysis COLING 2024 Exploring Cross-Domain Few-Shot Classification via Frequency-Aware Prompting IJCAI 2024 Exploring Description-Augmented Dataless Intent Classification ACL 2024 Exploring efficient zero-shot synthetic dataset generation for Information Retrieval EACL 2024 Exploring Factual Entailment with NLI: A News Media Study NAACL 2024 Exploring LLM Prompting Strategies for Joint Essay Scoring and Feedback Generation NAACL 2024 Exploring Multilingual Unseen Speaker Emotion Recognition: Leveraging Co-Attention Cues in Multitask Learning Interspeech 2024 Exploring Orthogonality in Open World Object Detection CVPR 2024