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

'5

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Papers (including subtopics)

Transliteration for Cross-Lingual Morphological Inflection ACL 2020 TransMatch: A Transfer-Learning Scheme for Semi-Supervised Few-Shot Learning CVPR 2020 TransQuest: Translation Quality Estimation with Cross-lingual Transformers COLING 2020 TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition ACL 2020 Triple-GAIL: A Multi-Modal Imitation Learning Framework with Generative Adversarial Nets IJCAI 2020 Truthful Data Acquisition via Peer Prediction NeurIPS 2020 Try to Substitute: An Unsupervised Chinese Word Sense Disambiguation Method Based on HowNet COLING 2020 Two-Level Transformer and Auxiliary Coherence Modeling for Improved Text Segmentation AAAI 2020 TXtract: Taxonomy-Aware Knowledge Extraction for Thousands of Product Categories ACL 2020 UDapter: Language Adaptation for Truly Universal Dependency Parsing EMNLP 2020 UJNLP at SemEval-2020 Task 12: Detecting Offensive Language Using Bidirectional Transformers SemEval 2020 Uncertainty-Aware Search Framework for Multi-Objective Bayesian Optimization AAAI 2020 Uncertainty Based Camera Model Selection CVPR 2020 Uncertainty in Model-Agnostic Meta-Learning using Variational Inference WACV 2020 Understanding and Improving Information Transfer in Multi-Task Learning ICLR 2020 Understanding Pre-trained BERT for Aspect-based Sentiment Analysis COLING 2020 Understanding Translationese in Multi-view Embedding Spaces COLING 2020 Unified Feature and Instance Based Domain Adaptation for Aspect-Based Sentiment Analysis EMNLP 2020 Universal Source-Free Domain Adaptation CVPR 2020 UNIXLONG at SemEval-2020 Task 6: A Joint Model for Definition Extraction SemEval 2020 Unraveling Meta-Learning: Understanding Feature Representations for Few-Shot Tasks ICML 2020 Unsupervised Approach for Zero-Shot Experiments: Bhojpuri–Hindi and Magahi–Hindi@LoResMT 2020 AACL 2020 Unsupervised Commonsense Question Answering with Self-Talk EMNLP 2020 Unsupervised Cross-Lingual Part-of-Speech Tagging for Truly Low-Resource Scenarios EMNLP 2020 Unsupervised Domain Adaptation via Discriminative Manifold Embedding and Alignment AAAI 2020