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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)

MMLabUIT at CoMeDiShared Task: Text Embedding Techniques versus Generation-Based NLI for Median Judgment Classification COLING 2025 MMNet: Missing-Aware and Memory-Enhanced Network for Multivariate Time Series Imputation IJCAI 2025 MMR: A Large-scale Benchmark Dataset for Multi-target and Multi-granularity Reasoning Segmentation ICLR 2025 “Mm, Wat?” Detecting Other-initiated Repair Requests in Dialogue EMNLP 2025 MNLP@DravidianLangTech 2025: Transformers vs. Traditional Machine Learning: Analyzing Sentiment in Tamil Social Media Posts NAACL 2025 Mobility Data Representations for Spatiotemporal Tasks AAAI 2025 MoC: Mixtures of Text Chunking Learners for Retrieval-Augmented Generation System ACL 2025 ModaFact: Multi-paradigm Evaluation for Joint Event Modality and Factuality Detection COLING 2025 Modality-Guided Dynamic Graph Fusion and Temporal Diffusion for Self-Supervised RGB-T Tracking IJCAI 2025 Model-agnostic meta-learners for estimating heterogeneous treatment effects over time ICLR 2025 Model-free Change-Point Detection Using AUC of a Classifier JMLR 2025 Modeling All-Atom Glycan Structures via Hierarchical Message Passing and Multi-Scale Pre-training ICML 2025 Modeling Background Knowledge with Frame Semantics for Fine-grained Sentiment Classification ACL 2025 Modeling Complex Semantics Relation with Contrastively Fine-Tuned Relational Encoders ACL 2025 Modeling Contextual Passage Utility for Multihop Question Answering IJCNLP 2025 Modeling Fine-Grained Hand-Object Dynamics for Egocentric Video Representation Learning ICLR 2025 Modeling Language Learning in Corrective Feedback Interactions EMNLP 2025 Modeling Latent Non-Linear Dynamical System over Time Series AAAI 2025 Modeling Multiple Normal Action Representations for Error Detection in Procedural Tasks CVPR 2025 Modeling North African Dialects from Standard Languages EMNLP 2025 Modeling Tactics as Operators: Effect-Grounded Representations for Lean Theorem Proving EMNLP 2025 Modeling the Differential Prevalence of Online Supportive Interactions in Private Instant Messages of Adolescents NAACL 2025 Modeling the Evolution of English Noun Compounds with Feature-Rich Diachronic Compositionality Prediction ACL 2025 Modeling Uncertainty in Composed Image Retrieval via Probabilistic Embeddings ACL 2025 Model Lineage Closeness Analysis AAAI 2025