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

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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)

Adapting Word Embeddings to New Languages with Morphological and Phonological Subword Representations EMNLP 2018 Adaptive Knowledge Sharing in Multi-Task Learning: Improving Low-Resource Neural Machine Translation ACL 2018 Adaptive Multi-Task Transfer Learning for Chinese Word Segmentation in Medical Text COLING 2018 Adaptive Semi-supervised Learning for Cross-domain Sentiment Classification EMNLP 2018 A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents NAACL 2018 Adversarial Active Learning for Sequences Labeling and Generation IJCAI 2018 Adversarial Attribute-Image Person Re-identification IJCAI 2018 Adversarial Domain Adaptation for Variational Neural Language Generation in Dialogue Systems COLING 2018 Adversarial Feature Adaptation for Cross-lingual Relation Classification COLING 2018 Adversarial Neural Machine Translation ACML 2018 Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization EMNLP 2018 Adversarial Time-to-Event Modeling ICML 2018 Adversarial Transfer Learning for Chinese Named Entity Recognition with Self-Attention Mechanism EMNLP 2018 A Fast, Compact, Accurate Model for Language Identification of Codemixed Text EMNLP 2018 A flexible model for training action localization with varying levels of supervision NeurIPS 2018 A General Approach to Multi-Armed Bandits Under Risk Criteria COLT 2018 A Generative Adversarial Approach for Zero-Shot Learning From Noisy Texts CVPR 2018 Aggression Identification and Multi Lingual Word Embeddings COLING 2018 Agile Autonomous Driving using End-to-End Deep Imitation Learning RSS 2018 A Helping Hand: Transfer Learning for Deep Sentiment Analysis ACL 2018 Algorithms and Theory for Multiple-Source Adaptation NeurIPS 2018 All-Conv Net for Bird Activity Detection: Significance of Learned Pooling Interspeech 2018 All-in-one: Multi-task Learning for Rumour Verification COLING 2018 Amobee at IEST 2018: Transfer Learning from Language Models EMNLP 2018 AMORE-UPF at SemEval-2018 Task 4: BiLSTM with Entity Library SemEval 2018