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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12

24

14

20

29

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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)

TapNet: Multivariate Time Series Classification with Attentional Prototypical Network AAAI 2020 TartanVO: A Generalizable Learning-based VO CoRL 2020 Task-Aware Representation of Sentences for Generic Text Classification COLING 2020 Task-Based Learning via Task-Oriented Prediction Network with Applications in Finance IJCAI 2020 Task-Robust Model-Agnostic Meta-Learning NeurIPS 2020 Taxonomy Construction of Unseen Domains via Graph-based Cross-Domain Knowledge Transfer ACL 2020 Taxy.io@FinTOC-2020: Multilingual Document Structure Extraction using Transfer Learning COLING 2020 Team DiSaster at SemEval-2020 Task 11: Combining BERT and Hand-crafted Features for Identifying Propaganda Techniques in News SemEval 2020 Team Rouges at SemEval-2020 Task 12: Cross-lingual Inductive Transfer to Detect Offensive Language SemEval 2020 Team_Swift at SemEval-2020 Task 9: Tiny Data Specialists through Domain-Specific Pre-training on Code-Mixed Data SemEval 2020 TED-CDB: A Large-Scale Chinese Discourse Relation Dataset on TED Talks EMNLP 2020 Temporal Attribute Prediction via Joint Modeling of Multi-Relational Structure Evolution IJCAI 2020 Temporal Positive-unlabeled Learning for Biomedical Hypothesis Generation via Risk Estimation NeurIPS 2020 TextHide: Tackling Data Privacy in Language Understanding Tasks EMNLP 2020 TextLearner at SemEval-2020 Task 10: A Contextualized Ranking System in Solving Emphasis Selection in Text SemEval 2020 TextNAS: A Neural Architecture Search Space Tailored for Text Representation AAAI 2020 Textual Data Augmentation for Efficient Active Learning on Tiny Datasets EMNLP 2020 Text Zoning and Classification for Job Advertisements in German, French and English EMNLP 2020 The Advantage of Conditional Meta-Learning for Biased Regularization and Fine Tuning NeurIPS 2020 The Amazing World of Neural Language Generation EMNLP 2020 The CogALex Shared Task on Monolingual and Multilingual Identification of Semantic Relations COLING 2020 The Importance of the Test Set Size in Quantification Assessment IJCAI 2020 The LMU Munich System for the WMT 2020 Unsupervised Machine Translation Shared Task EMNLP 2020 The LMU Munich System for the WMT20 Very Low Resource Supervised MT Task EMNLP 2020 The MAGICAL Benchmark for Robust Imitation NeurIPS 2020