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Learning Types

56,253 papers (3 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Self-Supervised Learning (8,965) Adversarial Learning (5,204) Unsupervised Learning (4,874) Transfer Learning (4,808) Weakly Supervised Learning (3,938) Contrastive Learning (3,748) Zero-Shot Learning (3,130) Semi-Supervised Learning (3,128) Reinforcement Learning (3,118) Multi-Task Learning (2,556) Evaluation (2,164) Continual Learning (2,107) Active Learning (1,983) Few-Shot Learning (1,840) Deep Learning (1,404) Online Learning (1,360) Multi-Armed Bandits (1,327) Multimodal Learning (1,289) Supervised Learning (986) Multi-Agent Systems (813) Uncertainty Quantification (805) Causal Inference (636) Robustness (576) Retrieval-Augmented Generation (565) Fine-Tuning (490) Ensemble Learning (482) In-Context Learning (439) Multi-Label Classification (430) Imitation Learning (387) Prompt Engineering (270) Multi-Lingual Learning (269) Distribution Shift (264) Reinforcement Learning from Human Feedback (209) Regularization (207) Exploration-Exploitation (203) Generative Models (200) Multi-Objective Optimization (185) Out-of-Distribution Detection (176) Sparse Learning (165) Sampling (150) Preference Learning (136) Offline Reinforcement Learning (130) Multi-Label Learning (128) Markov Decision Process (127) Neural Architecture Search (122) Multi-Instance Learning (121) Multi-View Learning (117) Robust Learning (110) Generative Model (110) Time Series (108) Large Language Models (104) Exploration (103) Hyperparameter Optimization (99) Machine Unlearning (95) Imbalanced Learning (93) Machine Translation (93) Multi-Class Classification (85) Differential Privacy (82) Time Series Analysis (71) Reasoning (70) Calibration (67) Structure Learning (66) Physics-Informed Learning (62) Class Imbalance (58) Model-Based RL (55) Interactive Learning (55) Multi-Domain Learning (47) Inverse Reinforcement Learning (46) Crowdsourcing (40) Off-Policy Learning (38) Label Noise (38) Noisy Label Learning (35) Offline RL (32) Attention (32) Evolutionary Algorithm (32) Decision Making (31) Policy Learning (30) Personalization (28) Low-Resource Learning (26) Collaborative Filtering (25) Self-Training (24) Sequential Modeling (24) Parameter Estimation (23) Survival Analysis (21) Machine Learning (20) Parameter-Efficient Fine-Tuning (20) Synthetic Data Generation (20) Annotation (18) Symbolic Regression (18) AutoML (16) Security (15) Multi-Source Learning (13) Distant Supervision (13) Text Generation (11) Distributional Reinforcement Learning (9) Sentiment Analysis (9) Multi-Hop Reasoning (9) Language Modeling (9) Code Generation (8) Multi-Object Tracking (8) Natural Language Inference (7) Chain-of-Thought (6) Question Answering (5)

Papers per year

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20
220
477
4,652
9,258
2000
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Papers (including subtopics)

Cross-Domain Generalization of Neural Constituency Parsers ACL 2019 Cross-Domain NER using Cross-Domain Language Modeling ACL 2019 Cross-Domain Recommendation via Coupled Factorization Machines AAAI 2019 Cross-Domain Replay Spoofing Attack Detection Using Domain Adversarial Training Interspeech 2019 Cross-Domain Transferability of Adversarial Perturbations NeurIPS 2019 Cross-Domain Visual Representations via Unsupervised Graph Alignment AAAI 2019 CrossInfoNet: Multi-Task Information Sharing Based Hand Pose Estimation CVPR 2019 Cross-Lingual Alignment of Contextual Word Embeddings, with Applications to Zero-shot Dependency Parsing NAACL 2019 Cross-Lingual BERT Transformation for Zero-Shot Dependency Parsing EMNLP 2019 Cross-Lingual Dependency Parsing with Unlabeled Auxiliary Languages CoNLL 2019 Cross-lingual intent classification in a low resource industrial setting EMNLP 2019 Cross-lingual morphological inflection with explicit alignment ACL 2019 Cross-lingual Multi-Level Adversarial Transfer to Enhance Low-Resource Name Tagging NAACL 2019 Cross-lingual NIL Entity Clustering for Low-resource Languages NAACL 2019 Cross-Lingual Syntactic Transfer through Unsupervised Adaptation of Invertible Projections ACL 2019 Cross-lingual Transfer Learning and Multitask Learning for Capturing Multiword Expressions ACL 2019 Cross-Lingual Transfer Learning for Affective Spoken Dialogue Systems Interspeech 2019 Cross-lingual Transfer Learning with Data Selection for Large-Scale Spoken Language Understanding EMNLP 2019 Cross-Modal Learning with Adversarial Samples NeurIPS 2019 Cross-Relation Cross-Bag Attention for Distantly-Supervised Relation Extraction AAAI 2019 Cross-Task Weakly Supervised Learning From Instructional Videos CVPR 2019 Cross-Topic Distributional Semantic Representations Via Unsupervised Mappings NAACL 2019 Cross-View Local Structure Preserved Diversity and Consensus Learning for Multi-View Unsupervised Feature Selection AAAI 2019 CrossWeigh: Training Named Entity Tagger from Imperfect Annotations EMNLP 2019 Crowdsourced Hedge Term Disambiguation ACL 2019