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)

What Can We Learn Even from the Weakest? Learning Sketches for Programmatic Strategies AAAI 2022 What does it take to bake a cake? The RecipeRef corpus and anaphora resolution in procedural text ACL 2022 What do Large Language Models Learn beyond Language? EMNLP 2022 What Do We Mean by Generalization in Federated Learning? ICLR 2022 What is Right for Me is Not Yet Right for You: A Dataset for Grounding Relative Directions via Multi-Task Learning IJCAI 2022 What Makes for Effective Few-Shot Point Cloud Classification? WACV 2022 What Makes Instruction Learning Hard? An Investigation and a New Challenge in a Synthetic Environment EMNLP 2022 What Matters for Meta-Learning Vision Regression Tasks? CVPR 2022 When Cantonese NLP Meets Pre-training: Progress and Challenges AACL 2022 When do Contrastive Word Alignments Improve Many-to-many Neural Machine Translation? NAACL 2022 When does Parameter-Efficient Transfer Learning Work for Machine Translation? EMNLP 2022 When Facial Expression Recognition Meets Few-Shot Learning: A Joint and Alternate Learning Framework AAAI 2022 When Language Model Meets Private Library EMNLP 2022 When the Student Becomes the Master: Learning Better and Smaller Monolingual Models from mBERT COLING 2022 When Transfer Learning Meets Cross-City Urban Flow Prediction: Spatio-Temporal Adaptation Matters IJCAI 2022 When Vision Transformers Outperform ResNets without Pre-training or Strong Data Augmentations ICLR 2022 Which Model To Transfer? Finding the Needle in the Growing Haystack CVPR 2022 Wider & Closer: Mixture of Short-channel Distillers for Zero-shot Cross-lingual Named Entity Recognition EMNLP 2022 Will It Blend? Mixing Training Paradigms & Prompting for Argument Quality Prediction COLING 2022 WLASL-LEX: a Dataset for Recognising Phonological Properties in American Sign Language ACL 2022 XDoc: Unified Pre-training for Cross-Format Document Understanding EMNLP 2022 XLTime: A Cross-Lingual Knowledge Transfer Framework for Temporal Expression Extraction NAACL 2022 XMP-Font: Self-Supervised Cross-Modality Pre-Training for Few-Shot Font Generation CVPR 2022 X-PuDu at SemEval-2022 Task 6: Multilingual Learning for English and Arabic Sarcasm Detection SemEval 2022 YNU-HPCC at SemEval-2022 Task 2: Representing Multilingual Idiomaticity based on Contrastive Learning SemEval 2022