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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)

An exploratory approach to the Parallel Corpus Filtering shared task WMT20 EMNLP 2020 An Exploratory Study of Argumentative Writing by Young Students: A transformer-based Approach ACL 2020 Animal Detection in Man-made Environments WACV 2020 AnimalWeb: A Large-Scale Hierarchical Dataset of Annotated Animal Faces CVPR 2020 An Imitation from Observation Approach to Transfer Learning with Dynamics Mismatch NeurIPS 2020 An Imitation Game for Learning Semantic Parsers from User Interaction EMNLP 2020 An Imitation Learning Approach for Cache Replacement ICML 2020 An Implicit Form of Krasulina's k-PCA Update without the Orthonormality Constraint AAAI 2020 An Information Bottleneck Approach for Controlling Conciseness in Rationale Extraction EMNLP 2020 An Instance Level Approach for Shallow Semantic Parsing in Scientific Procedural Text EMNLP 2020 An Interactive Multi-Task Learning Framework for Next POI Recommendation with Uncertain Check-ins IJCAI 2020 An Intrinsically-Motivated Approach for Learning Highly Exploring and Fast Mixing Policies AAAI 2020 An Investigation of Cross-Cultural Semi-Supervised Learning for Continuous Affect Recognition Interspeech 2020 An Investigation of Few-Shot Learning in Spoken Term Classification Interspeech 2020 An Iterative Polishing Framework Based on Quality Aware Masked Language Model for Chinese Poetry Generation AAAI 2020 Annobot: Platform for Annotating and Creating Datasets through Conversation with a Chatbot COLING 2020 Annotating argumentation in Swedish social media COLING 2020 Annotating Coherence Relations for Studying Topic Transitions in Social Talk COLING 2020 Annotating Patient Information Needs in Online Diabetes Forums COLING 2020 Annotating Verbal MWEs in Irish for the PARSEME Shared Task 1.2 COLING 2020 Annotation Efficient Language Identification from Weak Labels EMNLP 2020 An Online Learning Framework for Energy-Efficient Navigation of Electric Vehicles IJCAI 2020 A Nonparametric Off-Policy Policy Gradient AISTATS 2020 A Novel Learning Framework for Sampling-Based Motion Planning in Autonomous Driving AAAI 2020 A Novel Model for Imbalanced Data Classification AAAI 2020