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

3

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

'5

'10

'15

'20

'25

Papers (including subtopics)

A simple but effective model for attachment in discourse parsing with multi-task learning for relation labeling EACL 2023 A Simple Framework for Open-Vocabulary Segmentation and Detection ICCV 2023 A Simple Recipe to Meta-Learn Forward and Backward Transfer ICCV 2023 A Simple Yet Effective Strategy to Robustify the Meta Learning Paradigm NeurIPS 2023 A Simplified Training Pipeline for Low-Resource and Unsupervised Machine Translation EACL 2023 Ask Me Anything: A simple strategy for prompting language models ICLR 2023 A smashed glass cannot be full: Generation of Commonsense Explanations through Prompt-based Few-shot Learning ACL 2023 Assessing Learned Representations under Open-World Novelty AAAI 2023 Assessing Out-of-Domain Language Model Performance from Few Examples EACL 2023 Assessing Step-by-Step Reasoning against Lexical Negation: A Case Study on Syllogism EMNLP 2023 A Statistical Framework for Personalized Federated Learning and Estimation: Theory, Algorithms, and Privacy ICLR 2023 A Survey of Federated Evaluation in Federated Learning IJCAI 2023 A Survey of Multi-task Learning in Natural Language Processing: Regarding Task Relatedness and Training Methods EACL 2023 A System for Morphology-Task Generalization via Unified Representation and Behavior Distillation ICLR 2023 ATFormer: A Learned Performance Model with Transfer Learning Across Devices for Deep Learning Tensor Programs EMNLP 2023 A Theoretical Analysis of the Test Error of Finite-Rank Kernel Ridge Regression NeurIPS 2023 Atlas: Few-shot Learning with Retrieval Augmented Language Models JMLR 2023 A Transfer Learning Pipeline for Educational Resource Discovery with Application in Survey Generation ACL 2023 Attention at SemEval-2023 Task 10: Explainable Detection of Online Sexism (EDOS) SemEval 2023 AttenWalker: Unsupervised Long-Document Question Answering via Attention-based Graph Walking ACL 2023 AttriCLIP: A Non-Incremental Learner for Incremental Knowledge Learning CVPR 2023 AttrSeg: Open-Vocabulary Semantic Segmentation via Attribute Decomposition-Aggregation NeurIPS 2023 Augmented Transfer Regression Learning with Semi-non-parametric Nuisance Models JMLR 2023 Augmenting and Aligning Snippets for Few-Shot Video Domain Adaptation ICCV 2023 Augmenting Flight Training with AI to Efficiently Train Pilots AAAI 2023