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

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Papers (including subtopics)

An Articulatory-Acoustic Investigation into GOOSE-Fronting in German-English Bilinguals Residing in London, UK Interspeech 2019 An Embarrassingly Simple Approach for Transfer Learning from Pretrained Language Models NAACL 2019 A Neural Grammatical Error Correction System Built On Better Pre-training and Sequential Transfer Learning ACL 2019 A New Multi-choice Reading Comprehension Dataset for Curriculum Learning ACML 2019 An Integrated Approach for Keyphrase Generation via Exploring the Power of Retrieval and Extraction NAACL 2019 An Investigation of Transfer Learning-Based Sentiment Analysis in Japanese ACL 2019 Annotation and Automatic Classification of Aspectual Categories ACL 2019 Anonymized BERT: An Augmentation Approach to the Gendered Pronoun Resolution Challenge ACL 2019 An SVM-Based Framework for Long-Term Learning Systems AAAI 2019 Approaching SMM4H with Merged Models and Multi-task Learning ACL 2019 Approximation Ratios of Graph Neural Networks for Combinatorial Problems NeurIPS 2019 Arabic Tweet-Act: Speech Act Recognition for Arabic Asynchronous Conversations ACL 2019 A Robust Learning Approach to Domain Adaptive Object Detection ICCV 2019 Assessing Back-Translation as a Corpus Generation Strategy for non-English Tasks: A Study in Reading Comprehension and Word Sense Disambiguation ACL 2019 A Study of Educational Data Mining: Evidence from a Thai University AAAI 2019 A Survey of Reinforcement Learning Informed by Natural Language IJCAI 2019 A Survey on Biomedical Image Captioning NAACL 2019 Asynchronous Batch Bayesian Optimisation with Improved Local Penalisation ICML 2019 A Thompson Sampling Algorithm for Cascading Bandits AISTATS 2019 Attention-Based Multi-Context Guiding for Few-Shot Semantic Segmentation AAAI 2019 Attentive Single-Tasking of Multiple Tasks CVPR 2019 Attract or Distract: Exploit the Margin of Open Set ICCV 2019 Augmenting Transfer Learning with Semantic Reasoning IJCAI 2019 A Unified Multi-task Adversarial Learning Framework for Pharmacovigilance Mining ACL 2019 AutoAugment: Learning Augmentation Strategies From Data CVPR 2019