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)

Evaluating the Impact of Model Scale for Compositional Generalization in Semantic Parsing EMNLP 2022 Evaluating the perceived safety of urban city via maximum entropy deep inverse reinforcement learning ACML 2022 Evaluating zero-shot transfers and multilingual models for dependency parsing and POS tagging within the low-resource language family Tupían ACL 2022 EvEntS ReaLM: Event Reasoning of Entity States via Language Models EMNLP 2022 Evidence > Intuition: Transferability Estimation for Encoder Selection EMNLP 2022 Evidential Neighborhood Contrastive Learning for Universal Domain Adaptation AAAI 2022 Ev-TTA: Test-Time Adaptation for Event-Based Object Recognition CVPR 2022 Examining Scaling and Transfer of Language Model Architectures for Machine Translation ICML 2022 Expected Improvement for Contextual Bandits NeurIPS 2022 Explaining Models of Mental Health via Clinically Grounded Auxiliary Tasks NAACL 2022 Explaining the Effectiveness of Multi-Task Learning for Efficient Knowledge Extraction from Spine MRI Reports NAACL 2022 Exploiting domain-slot related keywords description for Few-Shot Cross-Domain Dialogue State Tracking EMNLP 2022 Exploiting In-Domain Bilingual Corpora for Zero-Shot Transfer Learning in NLU of Intra-Sentential Code-Switching Chatbot Interactions EMNLP 2022 Exploiting Language Model Prompts Using Similarity Measures: A Case Study on the Word-in-Context Task ACL 2022 Exploiting Sentiment and Common Sense for Zero-shot Stance Detection COLING 2022 Exploring Endogenous Shift for Cross-Domain Detection: A Large-Scale Benchmark and Perturbation Suppression Network CVPR 2022 Exploring Entity Interactions for Few-Shot Relation Learning (Student Abstract) AAAI 2022 Exploring Euphemism Detection in Few-Shot and Zero-Shot Settings EMNLP 2022 Exploring evolution-aware & -free protein language models as protein function predictors NeurIPS 2022 Exploring Example Influence in Continual Learning NeurIPS 2022 Exploring Length Generalization in Large Language Models NeurIPS 2022 Exploring linguistic feature and model combination for speech recognition based automatic AD detection Interspeech 2022 Exploring Methods for Building Dialects-Mandarin Code-Mixing Corpora: A Case Study in Taiwanese Hokkien EMNLP 2022 Exploring Mode Connectivity for Pre-trained Language Models EMNLP 2022 Exploring Neural Models for Query-Focused Summarization NAACL 2022