conftrace_

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

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32

66

53

67

103

206

482

852

1,124

1,566

1,867

2,410

2,658

2,486

856

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Papers (including subtopics)

akhilrajeevp at BHASHA Task 1: Minimal-Edit Instruction Tuning for Low-Resource Indic GEC AACL 2025 AkibaNLP-TUT: Injecting Language-Specific Word-Level Noise for Low-Resource Language Translation EMNLP 2025 A Large-scale Training Paradigm for Graph Generative Models ICLR 2025 Alif: Advancing Urdu Large Language Models via Multilingual Synthetic Data Distillation EMNLP 2025 Aligning Large Language Models to Low-Resource Languages through LLM-Based Selective Translation: A Systematic Study AACL 2025 Alleviating Shifted Distribution in Human Preference Alignment through Meta-Learning AAAI 2025 AllGCD: Leveraging All Unlabeled Data for Generalized Category Discovery ICCV 2025 All-in-One: Transferring Vision Foundation Models into Stereo Matching AAAI 2025 All models are wrong, some are useful: Model Selection with Limited Labels AISTATS 2025 AlphaBorno at BLP-2025 Task 2: Code Generation with Structured Prompts and Execution Feedback AACL 2025 AlphaPro at SemEval-2025 Task 8: A Code Generation Approach for Question-Answering over Tabular Data SemEval 2025 Amado at SemEval-2025 Task 11: Multi-label Emotion Detection in Amharic and English Data SemEval 2025 A Meta-Learning Approach to Bayesian Causal Discovery ICLR 2025 Amharic News Topic Classification: Dataset and Transformer-Based Model Benchmarks EMNLP 2025 A Modular Taxonomy for Hate Speech Definitions and Its Impact on Zero-Shot LLM Classification Performance ACL 2025 Amortized Bayesian Meta-Learning for Low-Rank Adaptation of Large Language Models EMNLP 2025 An Adaptive Method for Weak Supervision with Drifting Data AISTATS 2025 Analyzing Interview Questions via Bloom’s Taxonomy to Enhance the Design Thinking Process ACL 2025 Analyzing Offensive Language Dataset Insights from Training Dynamics and Human Agreement Level COLING 2025 Analyzing the Effect of Linguistic Similarity on Cross-Lingual Transfer: Tasks and Experimental Setups Matter ACL 2025 AnaToM: A Dataset Generation Framework for Evaluating Theory of Mind Reasoning Toward the Anatomy of Difficulty through Structurally Controlled Story Generation IJCNLP 2025 AnchorInv: Few-Shot Class-Incremental Learning of Physiological Signals via Feature Space-Guided Inversion AAAI 2025 An Efficient and Accurate Dynamic Sparse Training Framework Based on Parameter-Freezing AAAI 2025 An Efficient Post-hoc Framework for Reducing Task Discrepancy of Text Encoders for Composed Image Retrieval ICCV 2025 An Empirical Study of Federated Prompt Learning for Vision Language Model IJCAI 2025