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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
'5
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'25

Papers (including subtopics)

Measuring Chain of Thought Faithfulness by Unlearning Reasoning Steps EMNLP 2025 Measuring Data Diversity for Instruction Tuning: A Systematic Analysis and A Reliable Metric ACL 2025 Measuring Diversity in Synthetic Datasets ICML 2025 Measuring Human and AI Values Based on Generative Psychometrics with Large Language Models AAAI 2025 Measuring Label Ambiguity in Subjective Tasks using Predictive Uncertainty Estimation ACL 2025 Measuring Lexical Diversity of Synthetic Data Generated through Fine-Grained Persona Prompting EMNLP 2025 Measuring scalar constructs in social science with LLMs EMNLP 2025 Measuring Sexism in US Elections: A Comparative Analysis of X Discourse from 2020 to 2024 EMNLP 2025 Measuring the Impact of Rotation Equivariance on Aerial Object Detection ICCV 2025 Measuring Variable Importance in Heterogeneous Treatment Effects with Confidence ICML 2025 MEATRD: Multimodal Anomalous Tissue Region Detection Enhanced with Spatial Transcriptomics AAAI 2025 Mechanistic Permutability: Match Features Across Layers ICLR 2025 MedCodER: A Generative AI Assistant for Medical Coding NAACL 2025 MedEureka: A Medical Domain Benchmark for Multi-Granularity and Multi-Data-Type Embedding-Based Retrieval NAACL 2025 MedHallu: A Comprehensive Benchmark for Detecting Medical Hallucinations in Large Language Models EMNLP 2025 Media of Langue: Exploring Word Translation Network NAACL 2025 Medium-Difficulty Samples Constitute Smoothed Decision Boundary for Knowledge Distillation on Pruned Datasets ICLR 2025 MedUnifier: Unifying Vision-and-Language Pre-training on Medical Data with Vision Generation Task using Discrete Visual Representations CVPR 2025 Medusa: A Multi-Scale High-order Contrastive Dual-Diffusion Approach for Multi-View Clustering CVPR 2025 MEGAD: A Memory-Efficient Framework for Large-Scale Attributed Graph Anomaly Detection IJCAI 2025 MegaPairs: Massive Data Synthesis for Universal Multimodal Retrieval ACL 2025 MemeInterpret: Towards an All-in-One Dataset for Meme Understanding EMNLP 2025 Memorization in Language Models through the Lens of Intrinsic Dimension ACL 2025 Memorization Sinks: Isolating Memorization during LLM Training ICML 2025 Memory-Efficient Pseudo-Labeling for Online Source-Free Universal Domain Adaptation using a Gaussian Mixture Model WACV 2025