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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)

Factor Augmented Tensor-on-Tensor Neural Networks AAAI 2025 FactorGCL: A Hypergraph-Based Factor Model with Temporal Residual Contrastive Learning for Stock Returns Prediction AAAI 2025 FACTS: A Factored State-Space Framework for World Modelling ICLR 2025 FACTS&EVIDENCE: An Interactive Tool for Transparent Fine-Grained Factual Verification of Machine-Generated Text NAACL 2025 Factuality Beyond Coherence: Evaluating LLM Watermarking Methods for Medical Texts EMNLP 2025 Factual Knowledge in Language Models: Robustness and Anomalies under Simple Temporal Context Variations ACL 2025 FADE: Why Bad Descriptions Happen to Good Features ACL 2025 FA: Forced Prompt Learning of Vision-Language Models for Out-of-Distribution Detection ICCV 2025 Fair Clustering: A Causal Perspective CLeaR 2025 Fair Clustering in the Sliding Window Model ICLR 2025 Fair Clustering via Alignment ICML 2025 FairDen: Fair Density-Based Clustering ICLR 2025 Fair Incomplete Multi-View Clustering via Distribution Alignment IJCAI 2025 Fairness Beyond Performance: Revealing Reliability Disparities Across Groups in Legal NLP ACL 2025 FairPFN: A Tabular Foundation Model for Causal Fairness ICML 2025 Fair Summarization: Bridging Quality and Diversity in Extractive Summaries NAACL 2025 Fair Text-Attributed Graph Representation Learning EMNLP 2025 FairTP: A Prolonged Fairness Framework for Traffic Prediction AAAI 2025 Fair Training with Zero Inputs AAAI 2025 Faithful and Accurate Self-Attention Attribution for Message Passing Neural Networks via the Computation Tree Viewpoint AAAI 2025 FaithfulSAE: Towards Capturing Faithful Features with Sparse Autoencoders without External Datasets Dependency ACL 2025 FakeDiffer: Distributional Disparity Learning on Differentiated Reconstruction for Face Forgery Detection AAAI 2025 FakeSV-VLM: Taming VLM for Detecting Fake Short-Video News via Progressive Mixture-Of-Experts Adapter EMNLP 2025 False Friends Are Not Foes: Investigating Vocabulary Overlap in Multilingual Language Models EMNLP 2025 FaMTEB: Massive Text Embedding Benchmark in Persian Language EMNLP 2025