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)

Triangular Transfer: Freezing the Pivot for Triangular Machine Translation ACL 2022 Triangulation candidates for Bayesian optimization NeurIPS 2022 TRITON: Neural Neural Textures for Better Sim2Real CoRL 2022 TyDiP: A Dataset for Politeness Classification in Nine Typologically Diverse Languages EMNLP 2022 UAlberta at SemEval 2022 Task 2: Leveraging Glosses and Translations for Multilingual Idiomaticity Detection SemEval 2022 UB Health Miners@SMM4H’22: Exploring Pre-processing Techniques To Classify Tweets Using Transformer Based Pipelines. COLING 2022 UECA-Prompt: Universal Prompt for Emotion Cause Analysis COLING 2022 uestcc@SMM4H’22: RoBERTa based Adverse Drug Events Classification on Tweets COLING 2022 UM4: Unified Multilingual Multiple Teacher-Student Model for Zero-Resource Neural Machine Translation IJCAI 2022 Uncertainty-Aware Cross-Lingual Transfer with Pseudo Partial Labels NAACL 2022 Uncertainty Determines the Adequacy of the Mode and the Tractability of Decoding in Sequence-to-Sequence Models ACL 2022 Under-bagging Nearest Neighbors for Imbalanced Classification JMLR 2022 Understanding Benign Overfitting in Gradient-Based Meta Learning NeurIPS 2022 Understanding Clipping for Federated Learning: Convergence and Client-Level Differential Privacy ICML 2022 Understanding Cross-Domain Few-Shot Learning Based on Domain Similarity and Few-Shot Difficulty NeurIPS 2022 Understanding Gradual Domain Adaptation: Improved Analysis, Optimal Path and Beyond ICML 2022 UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models EMNLP 2022 Unified Speech-Text Pre-training for Speech Translation and Recognition ACL 2022 UniGDD: A Unified Generative Framework for Goal-Oriented Document-Grounded Dialogue ACL 2022 Uni[MASK]: Unified Inference in Sequential Decision Problems NeurIPS 2022 UniPELT: A Unified Framework for Parameter-Efficient Language Model Tuning ACL 2022 Uni-Perceiver: Pre-Training Unified Architecture for Generic Perception for Zero-Shot and Few-Shot Tasks CVPR 2022 University of Bucharest Team at Semeval-2022 Task4: Detection and Classification of Patronizing and Condescending Language SemEval 2022 Unseen Classes at a Later Time? No Problem CVPR 2022 Unsupervised Adversarially Robust Representation Learning on Graphs AAAI 2022