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)

SSN_NLP_MLRG at SemEval-2020 Task 12: Offensive Language Identification in English, Danish, Greek Using BERT and Machine Learning Approach SemEval 2020 STANDER: An Expert-Annotated Dataset for News Stance Detection and Evidence Retrieval EMNLP 2020 STEP: Spatial Temporal Graph Convolutional Networks for Emotion Perception from Gaits AAAI 2020 Stepwise Model Selection for Sequence Prediction via Deep Kernel Learning AISTATS 2020 Stochastic Neural Network with Kronecker Flow AISTATS 2020 Stochastic Optimization for Performative Prediction NeurIPS 2020 Structural Supervision Improves Few-Shot Learning and Syntactic Generalization in Neural Language Models EMNLP 2020 Structured Prediction for Conditional Meta-Learning NeurIPS 2020 Structured Probabilistic End-to-End Learning from Crowds IJCAI 2020 Structure Learning from Related Data Sets with a Hierarchical Bayesian Score PGM 2020 Submodular Meta-Learning NeurIPS 2020 Subword Segmentation and a Single Bridge Language Affect Zero-Shot Neural Machine Translation EMNLP 2020 Successor Features Combine Elements of Model-Free and Model-based Reinforcement Learning JMLR 2020 Surface Realization Using Pretrained Language Models COLING 2020 Swimming with the Tide? Positional Claim Detection across Political Text Types EMNLP 2020 Symbolic Network: Generalized Neural Policies for Relational MDPs ICML 2020 Symbolic Querying of Vector Spaces: Probabilistic Databases Meets Relational Embeddings UAI 2020 SynET: Synonym Expansion using Transitivity EMNLP 2020 Syntactically Aware Cross-Domain Aspect and Opinion Terms Extraction COLING 2020 Synthesizing Programmatic Policies that Inductively Generalize ICLR 2020 Systematic Generalization on gSCAN with Language Conditioned Embedding AACL 2020 TableGPT: Few-shot Table-to-Text Generation with Table Structure Reconstruction and Content Matching COLING 2020 Tackling the Low-resource Challenge for Canonical Segmentation EMNLP 2020 Tackling the Objective Inconsistency Problem in Heterogeneous Federated Optimization NeurIPS 2020 Tandem Inference: An Out-of-Core Streaming Algorithm for Very Large-Scale Relational Inference AAAI 2020