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

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1,124

1,566

1,867

2,410

2,658

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856

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Papers (including subtopics)

Learn to Copy from the Copying History: Correlational Copy Network for Abstractive Summarization EMNLP 2021 Learn-to-Share: A Hardware-friendly Transfer Learning Framework Exploiting Computation and Parameter Sharing ICML 2021 Less Is More: Domain Adaptation with Lottery Ticket for Reading Comprehension EMNLP 2021 `Less Than One'-Shot Learning: Learning N Classes From M < N Samples AAAI 2021 Leveraging Distribution Alignment via Stein Path for Cross-Domain Cold-Start Recommendation NeurIPS 2021 Leveraging English Word Embeddings for Semi-Automatic Semantic Classification in Nêhiyawêwin (Plains Cree) NAACL 2021 Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering EACL 2021 Leveraging Spatial and Temporal Correlations in Sparsified Mean Estimation NeurIPS 2021 Leveraging the Inductive Bias of Large Language Models for Abstract Textual Reasoning NeurIPS 2021 Leveraging Type Descriptions for Zero-shot Named Entity Recognition and Classification ACL 2021 Lexicon Learning for Few Shot Sequence Modeling ACL 2021 Lifelong Event Detection with Knowledge Transfer EMNLP 2021 Lifelong Learning with Sketched Structural Regularization ACML 2021 Linear Convergence in Federated Learning: Tackling Client Heterogeneity and Sparse Gradients NeurIPS 2021 Linguistically Routing Capsule Network for Out-of-Distribution Visual Question Answering ICCV 2021 Linking Entities to Unseen Knowledge Bases with Arbitrary Schemas NAACL 2021 LIORI at SemEval-2021 Task 8: Ask Transformer for measurements SemEval 2021 Lipschitz Lifelong Reinforcement Learning AAAI 2021 LM-Critic: Language Models for Unsupervised Grammatical Error Correction EMNLP 2021 Local SGD: Unified Theory and New Efficient Methods AISTATS 2021 LogME: Practical Assessment of Pre-trained Models for Transfer Learning ICML 2021 Looking Wider for Better Adaptive Representation in Few-Shot Learning AAAI 2021 Low-Rank Generalized Linear Bandit Problems AISTATS 2021 Low Resource ASR: The Surprising Effectiveness of High Resource Transliteration Interspeech 2021 Low-Resource Machine Translation Using Cross-Lingual Language Model Pretraining NAACL 2021