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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)

LexC-Gen: Generating Data for Extremely Low-Resource Languages with Large Language Models and Bilingual Lexicons EMNLP 2024 LexMatcher: Dictionary-centric Data Curation for LLM-based Machine Translation EMNLP 2024 LexSumm and LexT5: Benchmarking and Modeling Legal Summarization Tasks in English EMNLP 2024 Liberating Seen Classes: Boosting Few-Shot and Zero-Shot Text Classification via Anchor Generation and Classification Reframing AAAI 2024 LidarCLIP or: How I Learned To Talk to Point Clouds WACV 2024 Lifelong Event Detection via Optimal Transport EMNLP 2024 Lifelong Event Detection with Embedding Space Separation and Compaction NAACL 2024 Lifelong Knowledge Editing for LLMs with Retrieval-Augmented Continuous Prompt Learning EMNLP 2024 Lift3D: Zero-Shot Lifting of Any 2D Vision Model to 3D CVPR 2024 Light-weight Fine-tuning Method for Defending Adversarial Noise in Pre-trained Medical Vision-Language Models EMNLP 2024 Lightweight Frequency Masker for Cross-Domain Few-Shot Semantic Segmentation NeurIPS 2024 Like Oil and Water: Group Robustness Methods and Poisoning Defenses May Be at Odds ICLR 2024 LILO: Learning Interpretable Libraries by Compressing and Documenting Code ICLR 2024 Limits of Transformer Language Models on Learning to Compose Algorithms NeurIPS 2024 Linear Causal Representation Learning from Unknown Multi-node Interventions NeurIPS 2024 Linguistic Knowledge Can Enhance Encoder-Decoder Models (If You Let It) COLING 2024 Linguistic Survey of India and Polyglotta Africana: Two Retrostandardized Digital Editions of Large Historical Collections of Multilingual Wordlists COLING 2024 Link-Context Learning for Multimodal LLMs CVPR 2024 Linking Adaptive Structure Induction and Neuron Filtering: A Spectral Perspective for Aspect-based Sentiment Analysis COLING 2024 LInKs "Lifting Independent Keypoints" - Partial Pose Lifting for Occlusion Handling With Improved Accuracy in 2D-3D Human Pose Estimation WACV 2024 Lipsum-FT: Robust Fine-Tuning of Zero-Shot Models Using Random Text Guidance ICLR 2024 LitePred: Transferable and Scalable Latency Prediction for Hardware-Aware Neural Architecture Search NSDI 2024 LIVE: Learnable In-Context Vector for Visual Question Answering NeurIPS 2024 LLaMA-Adapter: Efficient Fine-tuning of Large Language Models with Zero-initialized Attention ICLR 2024 LLaMA-Based Models for Aspect-Based Sentiment Analysis ACL 2024