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)

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1,566

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Papers (including subtopics)

Transformer Based End-to-End Mispronunciation Detection and Diagnosis Interspeech 2021 Transitional Adaptation of Pretrained Models for Visual Storytelling CVPR 2021 Translate & Fill: Improving Zero-Shot Multilingual Semantic Parsing with Synthetic Data EMNLP 2021 TransNAS-Bench-101: Improving Transferability and Generalizability of Cross-Task Neural Architecture Search CVPR 2021 TransPrompt: Towards an Automatic Transferable Prompting Framework for Few-shot Text Classification EMNLP 2021 TransTailor: Pruning the Pre-trained Model for Improved Transfer Learning AAAI 2021 TravelNet: Self-Supervised Physically Plausible Hand Motion Learning From Monocular Color Images ICCV 2021 Trigger is Not Sufficient: Exploiting Frame-aware Knowledge for Implicit Event Argument Extraction ACL 2021 TrNews: Heterogeneous User-Interest Transfer Learning for News Recommendation EACL 2021 True Few-Shot Learning with Language Models NeurIPS 2021 T-SVDNet: Exploring High-Order Prototypical Correlations for Multi-Source Domain Adaptation ICCV 2021 Tuning Large Neural Networks via Zero-Shot Hyperparameter Transfer NeurIPS 2021 TuringAdvice: A Generative and Dynamic Evaluation of Language Use NAACL 2021 Turkish WordNet KeNet EACL 2021 Two Sides of Meta-Learning Evaluation: In vs. Out of Distribution NeurIPS 2021 Two Training Strategies for Improving Relation Extraction over Universal Graph EACL 2021 U-BERT: Pre-training User Representations for Improved Recommendation AAAI 2021 UCB-based Algorithms for Multinomial Logistic Regression Bandits NeurIPS 2021 UCSD-Adobe at MEDIQA 2021: Transfer Learning and Answer Sentence Selection for Medical Summarization NAACL 2021 UIT-E10dot3 at SemEval-2021 Task 5: Toxic Spans Detection with Named Entity Recognition and Question-Answering Approaches SemEval 2021 UIUC_BioNLP at SemEval-2021 Task 11: A Cascade of Neural Models for Structuring Scholarly NLP Contributions SemEval 2021 UNBNLP at SemEval-2021 Task 1: Predicting lexical complexity with masked language models and character-level encoders SemEval 2021 Uncertainty Estimation in Autoregressive Structured Prediction ICLR 2021 Uncertainty quantification using martingales for misspecified Gaussian processes ALT 2021 Uncovering the Connections Between Adversarial Transferability and Knowledge Transferability ICML 2021