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Core Methods

51,083 papers (8 classified directly here)

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

Representation Learning (22,308) Classification (15,497) Regression (5,281) Clustering (3,809) Embedding Learning (3,795) Metric Learning (2,938) Graph Neural Networks (1,211) Graphical Models (1,093) Feature Learning (891) Kernel Methods (795) Dimensionality Reduction (780) Interpretability (512) Feature Selection (511) Matrix Factorization (408) Ranking (315) Ensemble Methods (300) Support Vector Machine (295) Anomaly Detection (281) Sequence Modeling (244) Structured Prediction (237) Sequence Labeling (157) Topic Modeling (150) Sparse Coding (140) Matrix Completion (131) Neural Networks (114) Retrieval (105) Density Estimation (104) Estimation (83) Inference (56) Decision Tree (50) Feature Extraction (40) Model Selection (39) Prediction (35) Information Extraction (7)

Papers per year

4
51
357
966
4,853
5,823
2000
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Papers (including subtopics)

Mapping the Multiverse of Latent Representations ICML 2024 Mapping the Past: Geographically Linking an Early 20th Century Swedish Encyclopedia with Wikidata COLING 2024 Mapping Work Task Descriptions from German Job Ads on the O*NET Work Activities Ontology COLING 2024 Map-Relative Pose Regression for Visual Re-Localization CVPR 2024 MAPTree: Beating “Optimal” Decision Trees with Bayesian Decision Trees AAAI 2024 Marginal Causal Flows for Validation and Inference NeurIPS 2024 Margin-Based Active Learning of Classifiers JMLR 2024 MARiA at SemEval 2024 Task-6: Hallucination Detection Through LLMs, MNLI, and Cosine similarity SemEval 2024 Markov Equivalence and Consistency in Differentiable Structure Learning NeurIPS 2024 MarkovGen: Structured Prediction for Efficient Text-to-Image Generation CVPR 2024 Marrying Causal Representation Learning with Dynamical Systems for Science NeurIPS 2024 Masking Explicit Pro-Con Expressions for Development of a Stance Classification Dataset on Assembly Minutes COLING 2024 MaskLID: Code-Switching Language Identification through Iterative Masking ACL 2024 Masks, Signs, And Learning Rate Rewinding ICLR 2024 MasonTigers at SemEval-2024 Task 1: An Ensemble Approach for Semantic Textual Relatedness SemEval 2024 MasonTigers@LT-EDI-2024: An Ensemble Approach Towards Detecting Homophobia and Transphobia in Social Media Comments EACL 2024 Massive Editing for Large Language Models via Meta Learning ICLR 2024 Mastering Context-to-Label Representation Transformation for Event Causality Identification with Diffusion Models AAAI 2024 Mastering Symbolic Operations: Augmenting Language Models with Compiled Neural Networks ICLR 2024 MASTER: Market-Guided Stock Transformer for Stock Price Forecasting AAAI 2024 Matcher: Segment Anything with One Shot Using All-Purpose Feature Matching ICLR 2024 Matching Anything by Segmenting Anything CVPR 2024 Matching Varying-Length Texts via Topic-Informed and Decoupled Sentence Embeddings NAACL 2024 Match More, Extract Better! Hybrid Matching Model for Open Domain Web Keyphrase Extraction ACL 2024 Materials Discovery using Max K-Armed Bandit JMLR 2024