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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32

66

53

67

103

206

482

852

1,124

1,566

1,867

2,410

2,658

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856

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Papers (including subtopics)

AutoQA: From Databases To QA Semantic Parsers With Only Synthetic Training Data EMNLP 2020 AutoSpeech 2020: The Second Automated Machine Learning Challenge for Speech Classification Interspeech 2020 Auxiliary Task Reweighting for Minimum-data Learning NeurIPS 2020 A Variational Autoencoder with Deep Embedding Model for Generalized Zero-Shot Learning AAAI 2020 A Variational Point Process Model for Social Event Sequences AAAI 2020 AViD Dataset: Anonymized Videos from Diverse Countries NeurIPS 2020 AVID: Learning Multi-Stage Tasks via Pixel-Level Translation of Human Videos RSS 2020 BANANA at WNUT-2020 Task 2: Identifying COVID-19 Information on Twitter by Combining Deep Learning and Transfer Learning Models EMNLP 2020 Bayes-enhanced Lifelong Attention Networks for Sentiment Classification COLING 2020 Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels NeurIPS 2020 Bayesian Meta Sampling for Fast Uncertainty Adaptation ICLR 2020 Bayesian Methods for Semi-supervised Text Annotation COLING 2020 Bayesian Optimization using Pseudo-Points IJCAI 2020 Becoming Linguistically Mature: Modeling English and German Children’s Writing Development Across School Grades ACL 2020 Behaviour Suite for Reinforcement Learning ICLR 2020 Belief Merging Operators as Maximum Likelihood Estimators IJCAI 2020 BERT-INT:A BERT-based Interaction Model For Knowledge Graph Alignment IJCAI 2020 Best Practices for Data-Efficient Modeling in NLG:How to Train Production-Ready Neural Models with Less Data COLING 2020 Better Long-Range Dependency By Bootstrapping A Mutual Information Regularizer AISTATS 2020 Beyond [CLS] through Ranking by Generation EMNLP 2020 Beyond Fine-tuning: Few-Sample Sentence Embedding Transfer AACL 2020 BhamNLP at SemEval-2020 Task 12: An Ensemble of Different Word Embeddings and Emotion Transfer Learning for Arabic Offensive Language Identification in Social Media SemEval 2020 Biased Stochastic First-Order Methods for Conditional Stochastic Optimization and Applications in Meta Learning NeurIPS 2020 Bilingual Transfer Learning for Online Product Classification COLING 2020 BioBERTpt - A Portuguese Neural Language Model for Clinical Named Entity Recognition EMNLP 2020