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

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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)

Do Pre-trained Models Benefit Knowledge Graph Completion? A Reliable Evaluation and a Reasonable Approach ACL 2022 Do Prompt-Based Models Really Understand the Meaning of Their Prompts? NAACL 2022 DoSA : A System to Accelerate Annotations on Business Documents with Human-in-the-Loop EMNLP 2022 Do Text-to-Text Multi-Task Learners Suffer from Task Conflict? EMNLP 2022 Drawing out of Distribution with Neuro-Symbolic Generative Models NeurIPS 2022 DReS-FL: Dropout-Resilient Secure Federated Learning for Non-IID Clients via Secret Data Sharing NeurIPS 2022 Drum Up SUPPORT: Systematic Analysis of Image-Schematic Conceptual Metaphors EMNLP 2022 DSM: Question Generation over Knowledge Base via Modeling Diverse Subgraphs with Meta-learner EMNLP 2022 Dual Attention Networks for Few-Shot Fine-Grained Recognition AAAI 2022 Dual Context-Guided Continuous Prompt Tuning for Few-Shot Learning ACL 2022 DualNER: A Dual-Teaching framework for Zero-shot Cross-lingual Named Entity Recognition EMNLP 2022 Dummy Prototypical Networks for Few-Shot Open-Set Keyword Spotting Interspeech 2022 Dyna-bAbI: unlocking bAbI’s potential with dynamic synthetic benchmarking NAACL 2022 DynaMaR: Dynamic Prompt with Mask Token Representation EMNLP 2022 Dynamic Augmentation Data Selection for Few-shot Text Classification EMNLP 2022 Dynamic Domain Generalization IJCAI 2022 Dynamic Inverse Reinforcement Learning for Characterizing Animal Behavior NeurIPS 2022 Dynamic Kernel Selection for Improved Generalization and Memory Efficiency in Meta-Learning CVPR 2022 Dynamic Prefix-Tuning for Generative Template-based Event Extraction ACL 2022 Dynamic Prototype Convolution Network for Few-Shot Semantic Segmentation CVPR 2022 E2(GO)MOTION: Motion Augmented Event Stream for Egocentric Action Recognition CVPR 2022 EASE: Unsupervised Discriminant Subspace Learning for Transductive Few-Shot Learning CVPR 2022 EasyNLP: A Comprehensive and Easy-to-use Toolkit for Natural Language Processing EMNLP 2022 EchoGen: Generating Conclusions from Echocardiogram Notes ACL 2022 ECNU_ICA at SemEval-2022 Task 10: A Simple and Unified Model for Monolingual and Crosslingual Structured Sentiment Analysis SemEval 2022