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)

Legal Area Classification: A Comparative Study of Text Classifiers on Singapore Supreme Court Judgments NAACL 2019 Leveraging Experience in Lazy Search RSS 2019 Leveraging Medical Literature for Section Prediction in Electronic Health Records EMNLP 2019 Leveraging Pretrained Word Embeddings for Part-of-Speech Tagging of Code Switching Data NAACL 2019 Leveraging the Invariant Side of Generative Zero-Shot Learning CVPR 2019 LGM-Net: Learning to Generate Matching Networks for Few-Shot Learning ICML 2019 Linguistic Versus Latent Relations for Modeling Coherent Flow in Paragraphs EMNLP 2019 Liquid Deletion in French Child-Directed Speech Interspeech 2019 LIRMM-Advanse at SemEval-2019 Task 3: Attentive Conversation Modeling for Emotion Detection and Classification SemEval 2019 Long-tail Relation Extraction via Knowledge Graph Embeddings and Graph Convolution Networks NAACL 2019 Loss-Balanced Task Weighting to Reduce Negative Transfer in Multi-Task Learning AAAI 2019 Low Latency Privacy Preserving Inference ICML 2019 Low-resource Deep Entity Resolution with Transfer and Active Learning ACL 2019 Low-Resource Parsing with Crosslingual Contextualized Representations CoNLL 2019 (Male, Bachelor) and (Female, Ph.D) have different connotations: Parallelly Annotated Stylistic Language Dataset with Multiple Personas EMNLP 2019 MAME : Model-Agnostic Meta-Exploration CoRL 2019 Many Task Learning With Task Routing ICCV 2019 Marginalized Latent Semantic Encoder for Zero-Shot Learning CVPR 2019 Massively Multilingual Transfer for NER ACL 2019 MASS: Masked Sequence to Sequence Pre-training for Language Generation ICML 2019 MedCATTrainer: A Biomedical Free Text Annotation Interface with Active Learning and Research Use Case Specific Customisation EMNLP 2019 Meta Architecture Search NeurIPS 2019 Meta-Curvature NeurIPS 2019 Meta-Inverse Reinforcement Learning with Probabilistic Context Variables NeurIPS 2019 Metalearned Neural Memory NeurIPS 2019