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)

Weakly Supervised Multi-task Learning for Semantic Parsing IJCAI 2019 Weakly-Supervised Simultaneous Evidence Identification and Segmentation for Automated Glaucoma Diagnosis AAAI 2019 What Can ResNet Learn Efficiently, Going Beyond Kernels? NeurIPS 2019 What Matters for Neural Cross-Lingual Named Entity Recognition: An Empirical Analysis EMNLP 2019 What Synthesis Is Missing: Depth Adaptation Integrated With Weak Supervision for Indoor Scene Parsing ICCV 2019 WikiCREM: A Large Unsupervised Corpus for Coreference Resolution EMNLP 2019 Working Hard or Hardly Working: Challenges of Integrating Typology into Neural Dependency Parsers EMNLP 2019 WSLLN:Weakly Supervised Natural Language Localization Networks EMNLP 2019 Zero-Resource Neural Machine Translation with Monolingual Pivot Data EMNLP 2019 Zero-Shot Adaptive Transfer for Conversational Language Understanding AAAI 2019 Zero-shot Cross-lingual Dialogue Systems with Transferable Latent Variables EMNLP 2019 Zero-Shot Cross-Lingual Opinion Target Extraction NAACL 2019 Zero-shot Domain Adaptation Based on Attribute Information ACML 2019 Zero-Shot Entity Linking by Reading Entity Descriptions ACL 2019 Zero Shot Learning for Code Education: Rubric Sampling with Deep Learning Inference AAAI 2019 Zero-shot Learning via Simultaneous Generating and Learning NeurIPS 2019 Zero-Shot Neural Transfer for Cross-Lingual Entity Linking AAAI 2019 Zero-shot Reading Comprehension by Cross-lingual Transfer Learning with Multi-lingual Language Representation Model EMNLP 2019 Zero-Shot Task Transfer CVPR 2019 A Bayesian Latent Variable Model of User Preferences with Item Context IJCAI 2018 A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference NAACL 2018 A Comparison of Character Neural Language Model and Bootstrapping for Language Identification in Multilingual Noisy Texts NAACL 2018 A Comparison of Transformer and Recurrent Neural Networks on Multilingual Neural Machine Translation COLING 2018 Active DOP: A constituency treebank annotation tool with online learning COLING 2018 Adapted Deep Embeddings: A Synthesis of Methods for k-Shot Inductive Transfer Learning NeurIPS 2018