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)

A Multi-player Game for Studying Federated Learning Incentive Schemes IJCAI 2020 A Multitask Learning Approach for Diacritic Restoration ACL 2020 ANA at SemEval-2020 Task 4: MUlti-task learNIng for cOmmonsense reasoNing (UNION) SemEval 2020 Analyzing Redundancy in Pretrained Transformer Models EMNLP 2020 Anaphoric Zero Pronoun Identification: A Multilingual Approach COLING 2020 An Efficient Framework for Clustered Federated Learning NeurIPS 2020 An Empirical Investigation Towards Efficient Multi-Domain Language Model Pre-training EMNLP 2020 An Empirical Study of Contextual Data Augmentation for Japanese Zero Anaphora Resolution COLING 2020 An Empirical Study of the Downstream Reliability of Pre-Trained Word Embeddings COLING 2020 An Empirical Study on Large-Scale Multi-Label Text Classification Including Few and Zero-Shot Labels EMNLP 2020 A Neural Dirichlet Process Mixture Model for Task-Free Continual Learning ICLR 2020 An Imitation from Observation Approach to Transfer Learning with Dynamics Mismatch NeurIPS 2020 An Imitation Learning Approach for Cache Replacement ICML 2020 An Investigation of Few-Shot Learning in Spoken Term Classification Interspeech 2020 An Investigation of Why Overparameterization Exacerbates Spurious Correlations ICML 2020 An Iterative Knowledge Transfer NMT System for WMT20 News Translation Task EMNLP 2020 An Iterative Multi-Source Mutual Knowledge Transfer Framework for Machine Reading Comprehension IJCAI 2020 Annobot: Platform for Annotating and Creating Datasets through Conversation with a Chatbot COLING 2020 Annotating Verbal MWEs in Irish for the PARSEME Shared Task 1.2 COLING 2020 Annotation and Detection of Arguments in Tweets COLING 2020 AprilE: Attention with Pseudo Residual Connection for Knowledge Graph Embedding COLING 2020 Are We Ready for this Disaster? Towards Location Mention Recognition from Crisis Tweets COLING 2020 A Rigorous Study on Named Entity Recognition: Can Fine-tuning Pretrained Model Lead to the Promised Land? EMNLP 2020 A Sequential Self Teaching Approach for Improving Generalization in Sound Event Recognition ICML 2020 Asking the Right Questions to the Right Users: Active Learning with Imperfect Oracles AAAI 2020