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

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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

'5

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Papers (including subtopics)

Probing Multilingual Cognate Prediction Models ACL 2022 Production federated keyword spotting via distillation, filtering, and joint federated-centralized training Interspeech 2022 ProGen: Progressive Zero-shot Dataset Generation via In-context Feedback EMNLP 2022 ProgFed: Effective, Communication, and Computation Efficient Federated Learning by Progressive Training ICML 2022 Program Transfer for Answering Complex Questions over Knowledge Bases ACL 2022 Progressive Sentiment Analysis for Code-Switched Text Data EMNLP 2022 Prompt-and-Rerank: A Method for Zero-Shot and Few-Shot Arbitrary Textual Style Transfer with Small Language Models EMNLP 2022 Prompt-Based Meta-Learning For Few-shot Text Classification EMNLP 2022 Prompt Conditioned VAE: Enhancing Generative Replay for Lifelong Learning in Task-Oriented Dialogue EMNLP 2022 Prompt Consistency for Zero-Shot Task Generalization EMNLP 2022 Prompt-free and Efficient Few-shot Learning with Language Models ACL 2022 Prompting Decision Transformer for Few-Shot Policy Generalization ICML 2022 Prompting ELECTRA: Few-Shot Learning with Discriminative Pre-Trained Models EMNLP 2022 Prompting for a conversation: How to control a dialog model? COLING 2022 Prompt Learning for Domain Adaptation in Task-Oriented Dialogue EMNLP 2022 Prompt-learning for Fine-grained Entity Typing EMNLP 2022 Prompt-Tuning Can Be Much Better Than Fine-Tuning on Cross-lingual Understanding With Multilingual Language Models EMNLP 2022 Prompt Tuning for Discriminative Pre-trained Language Models ACL 2022 Prototype-Representations for Training Data Filtering in Weakly-Supervised Information Extraction EMNLP 2022 Prototypical Contrastive Predictive Coding ICLR 2022 Prototypical Verbalizer for Prompt-based Few-shot Tuning ACL 2022 Prototypical VoteNet for Few-Shot 3D Point Cloud Object Detection NeurIPS 2022 Provable Adaptation across Multiway Domains via Representation Learning ICLR 2022 Provable Benefit of Multitask Representation Learning in Reinforcement Learning NeurIPS 2022 Provable Generalization of Overparameterized Meta-learning Trained with SGD NeurIPS 2022