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

'10

'15

'20

'25

Papers (including subtopics)

An Evaluation of Binary Comparative Lexical Complexity Models NAACL 2022 An Evaluation of Three-Stage Voice Conversion Framework for Noisy and Reverberant Conditions Interspeech 2022 An Explanation of In-context Learning as Implicit Bayesian Inference ICLR 2022 An Exploration of Linguistically-Driven and Transfer Learning Methods for Euphemism Detection EMNLP 2022 Ant Multilingual Recognition System for OLR 2021 Challenge Interspeech 2022 ANTS: A Framework for Retrieval of Text Segments in Unstructured Documents NAACL 2022 An Unsupervised Multiple-Task and Multiple-Teacher Model for Cross-lingual Named Entity Recognition ACL 2022 AnyMorph: Learning Transferable Polices By Inferring Agent Morphology ICML 2022 A Pixel-Level Meta-Learner for Weakly Supervised Few-Shot Semantic Segmentation WACV 2022 A Practical, Progressively-Expressive GNN NeurIPS 2022 AraBEM at WANLP 2022 Shared Task: Propaganda Detection in Arabic Tweets EMNLP 2022 AraProp at WANLP 2022 Shared Task: Leveraging Pre-Trained Language Models for Arabic Propaganda Detection EMNLP 2022 AraT5: Text-to-Text Transformers for Arabic Language Generation ACL 2022 A Rationale-Centric Framework for Human-in-the-loop Machine Learning ACL 2022 ARC - Actor Residual Critic for Adversarial Imitation Learning CoRL 2022 Architecture Agnostic Federated Learning for Neural Networks ICML 2022 A Recipe for Arbitrary Text Style Transfer with Large Language Models ACL 2022 Are Pre-trained Transformers Robust in Intent Classification? A Missing Ingredient in Evaluation of Out-of-Scope Intent Detection ACL 2022 Are You Really Okay? A Transfer Learning-based Approach for Identification of Underlying Mental Illnesses NAACL 2022 Argument Novelty and Validity Assessment via Multitask and Transfer Learning COLING 2022 ARTEMIS: Attention-based Retrieval with Text-Explicit Matching and Implicit Similarity ICLR 2022 ASCM: An Answer Space Clustered Prompting Method without Answer Engineering ACL 2022 ASDOT: Any-Shot Data-to-Text Generation with Pretrained Language Models EMNLP 2022 A Search Engine for Discovery of Scientific Challenges and Directions AAAI 2022 A Simple Multi-Modality Transfer Learning Baseline for Sign Language Translation CVPR 2022