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)

Taming Cross-Domain Representation Variance in Federated Prototype Learning with Heterogeneous Data Domains NeurIPS 2024 TAPASGO: Transfer Learning towards a German-Language Tabular Question Answering Model COLING 2024 Target-Adaptive Consistency Enhanced Prompt-Tuning for Multi-Domain Stance Detection COLING 2024 TARIC-SLU: A Tunisian Benchmark Dataset for Spoken Language Understanding COLING 2024 TartuNLP at EvaLatin 2024: Emotion Polarity Detection COLING 2024 Task2Box: Box Embeddings for Modeling Asymmetric Task Relationships CVPR 2024 Task-Adaptive Prompted Transformer for Cross-Domain Few-Shot Learning AAAI 2024 Task-Agnostic Self-Distillation for Few-Shot Action Recognition IJCAI 2024 Task-aware Orthogonal Sparse Network for Exploring Shared Knowledge in Continual Learning ICML 2024 Task Contamination: Language Models May Not Be Few-Shot Anymore AAAI 2024 Task-Disruptive Background Suppression for Few-Shot Segmentation AAAI 2024 Task Groupings Regularization: Data-Free Meta-Learning with Heterogeneous Pre-trained Models ICML 2024 Task Oriented In-Domain Data Augmentation EMNLP 2024 Task-oriented Time Series Imputation Evaluation via Generalized Representers NeurIPS 2024 tasksource: A Large Collection of NLP tasks with a Structured Dataset Preprocessing Framework COLING 2024 TaSL: Continual Dialog State Tracking via Task Skill Localization and Consolidation ACL 2024 TaxoLLaMA: WordNet-based Model for Solving Multiple Lexical Semantic Tasks ACL 2024 TCP:Textual-based Class-aware Prompt tuning for Visual-Language Model CVPR 2024 Teaching-Assistant-in-the-Loop: Improving Knowledge Distillation from Imperfect Teacher Models in Low-Budget Scenarios ACL 2024 Teaching Language Models to Self-Improve through Interactive Demonstrations NAACL 2024 Teaching Large Language Models an Unseen Language on the Fly ACL 2024 Teaching Large Language Models to Self-Debug ICLR 2024 Teaching Large Language Models to Translate on Low-resource Languages with Textbook Prompting COLING 2024 Teaching Llama a New Language Through Cross-Lingual Knowledge Transfer NAACL 2024 Teaching Small Language Models Reasoning through Counterfactual Distillation EMNLP 2024