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

3

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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'15

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Papers (including subtopics)

Empirical Likelihood for Contextual Bandits NeurIPS 2020 Empirical Studies of Institutional Federated Learning For Natural Language Processing EMNLP 2020 Empowering Active Learning to Jointly Optimize System and User Demands ACL 2020 Enabling Interactive Transcription in an Indigenous Community COLING 2020 EnAsCorp1.0: English-Assamese Corpus AACL 2020 End-to-End Domain-Adversarial Voice Activity Detection Interspeech 2020 End-to-End Simultaneous Translation System for IWSLT2020 Using Modality Agnostic Meta-Learning ACL 2020 End-to-End Slot Alignment and Recognition for Cross-Lingual NLU EMNLP 2020 End-to-End Synthetic Data Generation for Domain Adaptation of Question Answering Systems EMNLP 2020 Enhanced Meta-Learning for Cross-Lingual Named Entity Recognition with Minimal Resources AAAI 2020 Enhancing Answer Boundary Detection for Multilingual Machine Reading Comprehension ACL 2020 Enhancing Cross-target Stance Detection with Transferable Semantic-Emotion Knowledge ACL 2020 Enhancing Speech Intelligibility in Text-To-Speech Synthesis Using Speaking Style Conversion Interspeech 2020 Ensemble BERT for Classifying Medication-mentioning Tweets COLING 2020 Ensemble Learning for Relational Data JMLR 2020 Ensembling End-to-End Deep Models for Computational Paralinguistics Tasks: ComParE 2020 Mask and Breathing Sub-Challenges Interspeech 2020 Ensembling geophysical models with Bayesian Neural Networks NeurIPS 2020 Entity Enhanced BERT Pre-training for Chinese NER EMNLP 2020 ENTYFI: A System for Fine-grained Entity Typing in Fictional Texts EMNLP 2020 Episode-Based Prototype Generating Network for Zero-Shot Learning CVPR 2020 ERRANT: Assessing and Improving Grammatical Error Type Classification COLING 2020 ES-MAML: Simple Hessian-Free Meta Learning ICLR 2020 Estimating the influence of auxiliary tasks for multi-task learning of sequence tagging tasks ACL 2020 Evaluating Cross-Lingual Transfer Learning Approaches in Multilingual Conversational Agent Models COLING 2020 Evaluating the Cross-Lingual Effectiveness of Massively Multilingual Neural Machine Translation AAAI 2020