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)
Language-Based Automatic Assessment of Cognitive and Communicative Functions Related to Parkinson’s Disease
COLING 2018
Language Independent Sentiment Analysis with Sentiment-Specific Word Embeddings
EMNLP 2018
Language Informed Modeling of Code-Switched Text
ACL 2018
Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning
CVPR 2018
Learning by Asking Questions
CVPR 2018
Learning Complex Dexterous Manipulation with Deep Reinforcement Learning and Demonstrations
RSS 2018
Learning Context-Sensitive Convolutional Filters for Text Processing
EMNLP 2018
Learning Deep ResNet Blocks Sequentially using Boosting Theory
ICML 2018
Learning Differentially Private Recurrent Language Models
ICLR 2018
Learning From Noisy Singly-labeled Data
ICLR 2018
Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning
ICLR 2018
Learning Hidden Unit Contribution for Adapting Neural Machine Translation Models
NAACL 2018
Learning How to Actively Learn: A Deep Imitation Learning Approach
ACL 2018
Learning Independent Causal Mechanisms
ICML 2018
Learning Matching Models with Weak Supervision for Response Selection in Retrieval-based Chatbots
ACL 2018
Learning Multilingual Topics from Incomparable Corpora
COLING 2018
Learning Out-of-Vocabulary Words in Intelligent Personal Agents
IJCAI 2018
Learning Parametric Closed-Loop Policies for Markov Potential Games
ICLR 2018
Learning Representations for Detecting Abusive Language
EMNLP 2018
Learning Target-Specific Representations of Financial News Documents For Cumulative Abnormal Return Prediction
COLING 2018
Learning Task Specifications from Demonstrations
NeurIPS 2018
Learning the Reward Function for a Misspecified Model
ICML 2018
Learning to Actively Learn Neural Machine Translation
CoNLL 2018
Learning to Adapt: A Meta-learning Approach for Speaker Adaptation
Interspeech 2018
Learning to Compare: Relation Network for Few-Shot Learning
CVPR 2018