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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)

Task-Informed Anti-Curriculum by Masking Improves Downstream Performance on Text ACL 2025 Task-Specific Gradient Adaptation for Few-Shot One-Class Classification CVPR 2025 Task-Specific Preconditioner for Cross-Domain Few-Shot Learning AAAI 2025 TathyaNyaya and FactLegalLlama: Advancing Factual Judgment Prediction and Explanation in the Indian Legal Context IJCNLP 2025 Taxonomy-Guided Zero-Shot Recommendations with LLMs COLING 2025 Taylor Series-Inspired Local Structure Fitting Network for Few-shot Point Cloud Semantic Segmentation AAAI 2025 TBA at BEA 2025 Shared Task: Transfer-Learning from DARE-TIES Merged Models for the Pedagogical Ability Assessment of LLM-Powered Math Tutors ACL 2025 Tdnguyen at CQs-Gen 2025: Adapt Large Language Models with Multi-Step Reasoning for Critical Questions Generation ACL 2025 Teaching LLMs How to Learn with Contextual Fine-Tuning ICLR 2025 Teaching Sarcasm: Few-Shot Multimodal Sarcasm Detection via Distillation to a Parameter-Efficient Student IJCNLP 2025 Teaching VLMs to Localize Specific Objects from In-context Examples ICCV 2025 Teaching Your Models to Understand Code via Focal Preference Alignment EMNLP 2025 TeamB2B at BLP-2025 Task 2: BanglaForge: LLM Collaboration with Self-Refinement for Bangla Code Generation AACL 2025 Team INSALyon2 at SemEval-2025 Task 10: A Zero-shot Agentic Approach to Text Classification SemEval 2025 Team INSAntive at SlavicNLP-2025 Shared Task: Data Augmentation and Enhancement via Explanations for Persuasion Technique Classification ACL 2025 Team Unibuc - NLP at SemEval-2025 Task 11: Few-shot text-based emotion detection SemEval 2025 TeG-DRec: Inductive Text-Graph Learning for Unseen Node Scientific Dataset Recommendation AACL 2025 TeleAI at SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection with Prompt Engineering and Data Augmentation SemEval 2025 TempA-VLP: Temporal-Aware Vision-Language Pretraining for Longitudinal Exploration in Chest X-ray Image WACV 2025 Temporal Reasoning Transfer from Text to Video ICLR 2025 Tensor-aggregated LoRA in Federated Fine-tuning ICCV 2025 Terminology-Constrained Translation from Monolingual Data Using GRPO EMNLP 2025 Testing the Limits of Fine-Tuning for Improving Visual Cognition in Vision Language Models ICML 2025 Test-time Adaptation for Regression by Subspace Alignment ICLR 2025 Test-time Adaptation on Graphs via Adaptive Subgraph-based Selection and Regularized Prototypes ICML 2025