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)

A Flexible Meta Learning Model for Image Registration MIDL 2022 A Framework for Adapting Pre-Trained Language Models to Knowledge Graph Completion EMNLP 2022 AfriTeVA: Extending ?Small Data? Pretraining Approaches to Sequence-to-Sequence Models NAACL 2022 AfroLID: A Neural Language Identification Tool for African Languages EMNLP 2022 A General Recipe for Likelihood-free Bayesian Optimization ICML 2022 A Generative Language Model for Few-shot Aspect-Based Sentiment Analysis NAACL 2022 A Good Prompt Is Worth Millions of Parameters: Low-resource Prompt-based Learning for Vision-Language Models ACL 2022 Ahmed and Khalil at NADI 2022: Transfer Learning and Addressing Class Imbalance for Arabic Dialect Identification and Sentiment Analysis EMNLP 2022 A Hybrid Approach to Cross-lingual Product Review Summarization EMNLP 2022 AIR-JPMC@SMM4H’22: BERT + Ensembling = Too Cool: Using Multiple BERT Models Together for Various COVID-19 Tweet Identification Tasks COLING 2022 AIR-JPMC@SMM4H’22: Classifying Self-Reported Intimate Partner Violence in Tweets with Multiple BERT-based Models COLING 2022 AIR-JPMC@SMM4H’22: Identifying Self-Reported Spanish COVID-19 Symptom Tweets Through Multiple-Model Ensembling COLING 2022 AK: Attentive Kernel for Information Gathering RSS 2022 A Large-Scale Dataset for Biomedical Keyphrase Generation EMNLP 2022 Alibaba-Translate China’s Submission for WMT2022 Metrics Shared Task EMNLP 2022 Alibaba-Translate China’s Submission for WMT 2022 Quality Estimation Shared Task EMNLP 2022 Aligning Generative Language Models with Human Values NAACL 2022 Align-RUDDER: Learning From Few Demonstrations by Reward Redistribution ICML 2022 Alleviating the Sample Selection Bias in Few-shot Learning by Removing Projection to the Centroid NeurIPS 2022 All-in-One Image Restoration for Unknown Corruption CVPR 2022 ALP: Data Augmentation Using Lexicalized PCFGs for Few-Shot Text Classification AAAI 2022 Alternative Input Signals Ease Transfer in Multilingual Machine Translation ACL 2022 Alzheimer's Detection from English to Spanish Using Acoustic and Linguistic Embeddings Interspeech 2022 AMAL: Meta Knowledge-Driven Few-Shot Adapter Learning EMNLP 2022 AmericasNLI: Evaluating Zero-shot Natural Language Understanding of Pretrained Multilingual Models in Truly Low-resource Languages ACL 2022