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

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Papers (including subtopics)

Knowledge Prompting in Pre-trained Language Model for Natural Language Understanding EMNLP 2022 Knowledge-Rich Self-Supervision for Biomedical Entity Linking EMNLP 2022 Knowledge Stimulated Contrastive Prompting for Low-Resource Stance Detection EMNLP 2022 Knowledge transfer for learning subject-specific causal models PGM 2022 Knowledge Transfer from Answer Ranking to Answer Generation EMNLP 2022 Know Thyself: Transferable Visual Control Policies Through Robot-Awareness ICLR 2022 kpfriends at SemEval-2022 Task 2: NEAMER - Named Entity Augmented Multi-word Expression Recognizer SemEval 2022 KU X Upstage’s Submission for the WMT22 Quality Estimation: Critical Error Detection Shared Task EMNLP 2022 Label-aware Multi-level Contrastive Learning for Cross-lingual Spoken Language Understanding EMNLP 2022 Label-Driven Denoising Framework for Multi-Label Few-Shot Aspect Category Detection EMNLP 2022 Label Hallucination for Few-Shot Classification AAAI 2022 Label Semantic Aware Pre-training for Few-shot Text Classification ACL 2022 Label Semantics for Few Shot Named Entity Recognition ACL 2022 Lacuna Reconstruction: Self-Supervised Pre-Training for Low-Resource Historical Document Transcription NAACL 2022 LAMP: Extracting Text from Gradients with Language Model Priors NeurIPS 2022 Landmark Heuristics for Lifted Classical Planning IJCAI 2022 Language-agnostic BERT Sentence Embedding ACL 2022 Language-Agnostic Meta-Learning for Low-Resource Text-to-Speech with Articulatory Features ACL 2022 Language Branch Gated Multilingual Neural Machine Translation COLING 2022 Language Contamination Helps Explains the Cross-lingual Capabilities of English Pretrained Models EMNLP 2022 Language Model Pre-Training with Sparse Latent Typing EMNLP 2022 Language Model Priming for Cross-Lingual Event Extraction AAAI 2022 Language Models of Code are Few-Shot Commonsense Learners EMNLP 2022 Language over Labels: Contrastive Language Supervision Exceeds Purely Label-Supervised Classification Performance on Chest X-Rays AACL 2022 Large Dual Encoders Are Generalizable Retrievers EMNLP 2022