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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2

4

12

24

14

20

29

31

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)

On Fast Adversarial Robustness Adaptation in Model-Agnostic Meta-Learning ICLR 2021 On Language Models for Creoles CoNLL 2021 On Large-Cohort Training for Federated Learning NeurIPS 2021 On Learning Domain-Invariant Representations for Transfer Learning with Multiple Sources NeurIPS 2021 Online Learning Meets Machine Translation Evaluation: Finding the Best Systems with the Least Human Effort ACL 2021 Online Learning of Action Models for PDDL Planning IJCAI 2021 Online Meta-Learning via Learning with Layer-Distributed Memory NeurIPS 2021 Online probabilistic label trees AISTATS 2021 On Multi-Armed Bandit Designs for Dose-Finding Trials JMLR 2021 On Plasticity, Invariance, and Mutually Frozen Weights in Sequential Task Learning NeurIPS 2021 On sensitivity of meta-learning to support data NeurIPS 2021 On the Benefit of Syntactic Supervision for Cross-lingual Transfer in Semantic Role Labeling EMNLP 2021 On the Convergence of Communication-Efficient Local SGD for Federated Learning AAAI 2021 On the Convergence Theory of Debiased Model-Agnostic Meta-Reinforcement Learning NeurIPS 2021 On the cross-lingual transferability of multilingual prototypical models across NLU tasks ACL 2021 On the differences between BERT and MT encoder spaces and how to address them in translation tasks ACL 2021 On the Effectiveness of Adapter-based Tuning for Pretrained Language Model Adaptation ACL 2021 On the Evaluation of Vision-and-Language Navigation Instructions EACL 2021 On the Hidden Negative Transfer in Sequential Transfer Learning for Domain Adaptation from News to Tweets EACL 2021 On the Importance of Word Order Information in Cross-lingual Sequence Labeling AAAI 2021 On the logistical difficulties and findings of Jopara Sentiment Analysis NAACL 2021 On the Transfer of Disentangled Representations in Realistic Settings ICLR 2021 On the Universality of Graph Neural Networks on Large Random Graphs NeurIPS 2021 OntoED: Low-resource Event Detection with Ontology Embedding ACL 2021 On Training Instance Selection for Few-Shot Neural Text Generation ACL 2021