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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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'25

Papers (including subtopics)

CommVQ: Commutative Vector Quantization for KV Cache Compression ICML 2025 Comparing Language Models of Different Scales for Security-Focused Tabular Query Generation and Reasoning IJCNLP 2025 Comparing Methods for Multi-Label Classification of Manipulation Techniques in Ukrainian Telegram Content ACL 2025 Comparing representations of long clinical texts for the task of patient-note identification NAACL 2025 Compass: Encrypted Semantic Search with High Accuracy OSDI 2025 Complementary Label Learning with Positive Label Guessing and Negative Label Enhancement ICLR 2025 Complete-Tree Space Favors Data-Efficient Link Prediction ICML 2025 Complex Numerical Reasoning with Numerical Semantic Pre-training Framework EMNLP 2025 ComplexTempQA: A 100m Dataset for Complex Temporal Question Answering EMNLP 2025 Components of Creativity: Language Model-based Predictors for Clustering and Switching in Verbal Fluency CoNLL 2025 Compose with Me: Collaborative Music Inpainter for Symbolic Music Infilling AAAI 2025 Compositional Condition Question Answering in Tabular Understanding ICML 2025 Compositional Entailment Learning for Hyperbolic Vision-Language Models ICLR 2025 Compositional Generalisation for Explainable Hate Speech Detection EMNLP 2025 Compositional Generalization via Forced Rendering of Disentangled Latents ICML 2025 Compositionality and Event Retrieval in Complement Coercion: A Study of Language Models in a Low-resource Setting CoNLL 2025 Compositional Scene Understanding through Inverse Generative Modeling ICML 2025 Comprehensive Evaluation on Lexical Normalization: Boundary-Aware Approaches for Unsegmented Languages EMNLP 2025 Comprehensive Information Bottleneck for Unveiling Universal Attribution to Interpret Vision Transformers CVPR 2025 Comprehensive Review of Neural Differential Equations for Time Series Analysis IJCAI 2025 Compression Barriers in Autoregressive Transformers COLT 2025 Compress then Serve: Serving Thousands of LoRA Adapters with Little Overhead ICML 2025 Compress to One Point: Neural Collapse for Pre-Trained Model-Based Class-Incremental Learning AAAI 2025 Computational Analysis of Character Development in Holocaust Testimonies EMNLP 2025 Computational Discovery of Chiasmus in Ancient Religious Text NAACL 2025