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)

Aspect-based Document Similarity for Research Papers COLING 2020 Assessing the Helpfulness of Learning Materials with Inference-Based Learner-Like Agent EMNLP 2020 Assisted Learning: A Framework for Multi-Organization Learning NeurIPS 2020 A Study in Improving BLEU Reference Coverage with Diverse Automatic Paraphrasing EMNLP 2020 A Target-Agnostic Attack on Deep Models: Exploiting Security Vulnerabilities of Transfer Learning ICLR 2020 A Technical Question Answering System with Transfer Learning EMNLP 2020 A Theoretical Analysis of the Number of Shots in Few-Shot Learning ICLR 2020 Attack of the Tails: Yes, You Really Can Backdoor Federated Learning NeurIPS 2020 Attention-Informed Mixed-Language Training for Zero-Shot Cross-Lingual Task-Oriented Dialogue Systems AAAI 2020 Attention Transfer Network for Aspect-level Sentiment Classification COLING 2020 Attribute Propagation Network for Graph Zero-Shot Learning AAAI 2020 A Two-phase Prototypical Network Model for Incremental Few-shot Relation Classification COLING 2020 Augmented Natural Language for Generative Sequence Labeling EMNLP 2020 Augmenting GAIL with BC for sample efficient imitation learning CoRL 2020 A Unified Theory of Decentralized SGD with Changing Topology and Local Updates ICML 2020 Author’s Sentiment Prediction COLING 2020 Autobots Ensemble: Identifying and Extracting Adverse Drug Reaction from Tweets Using Transformer Based Pipelines COLING 2020 AutoDAL: Distributed Active Learning with Automatic Hyperparameter Selection AAAI 2020 Automated Relational Meta-learning ICLR 2020 Automated Scoring of Clinical Expressive Language Evaluation Tasks ACL 2020 Automated Synthetic-to-Real Generalization ICML 2020 Automatically Identifying Words That Can Serve as Labels for Few-Shot Text Classification COLING 2020 Automatic Charge Identification from Facts: A Few Sentence-Level Charge Annotations is All You Need COLING 2020 Automatic Interlinear Glossing for Under-Resourced Languages Leveraging Translations COLING 2020 Automatic Topological Field Identification in (Historical) German Texts COLING 2020