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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)

Arbitrarily-Conditioned Multi-Functional Diffusion for Multi-Physics Emulation ICML 2025 Arbitrary Reading Order Scene Text Spotter with Local Semantics Guidance AAAI 2025 Archaeology at BEA 2025 Shared Task: Are Simple Baselines Good Enough? ACL 2025 Archetypal SAE: Adaptive and Stable Dictionary Learning for Concept Extraction in Large Vision Models ICML 2025 ARD-VAE: A Statistical Formulation to Find the Relevant Latent Dimensions of Variational Autoencoders WACV 2025 A Reasoner for Real-World Event Detection: Scaling Reinforcement Learning via Adaptive Perplexity-Aware Sampling Strategy EMNLP 2025 Are Checklists Really Useful for Automatic Evaluation of Generative Tasks? EMNLP 2025 A Recipe for Causal Graph Regression: Confounding Effects Revisited ICML 2025 Are Economists Always More Introverted? Analyzing Consistency in Persona-Assigned LLMs EMNLP 2025 Are Ensembles Getting Better All the Time? JMLR 2025 Are High-Quality AI-Generated Images More Difficult for Models to Detect? ICML 2025 Are Humans as Brittle as Large Language Models? IJCNLP 2025 Are Images Indistinguishable to Humans Also Indistinguishable to Classifiers? CVPR 2025 A Relaxed Symmetric Non-negative Matrix Factorization Approach for Community Discovery (Extended Abstract) IJCAI 2025 Are Optimal Algorithms Still Optimal? Rethinking Sorting in LLM-Based Pairwise Ranking with Batching and Caching ACL 2025 A Representation Level Analysis of NMT Model Robustness to Grammatical Errors ACL 2025 Are Sparse Autoencoders Useful? A Case Study in Sparse Probing ICML 2025 Are the Hidden States Hiding Something? Testing the Limits of Factuality-Encoding Capabilities in LLMs ACL 2025 A Review of Quantum Computing Approaches to Semantic Search and Text Classification in Natural Language Processing AACL 2025 Are We in the AI-Generated Text World Already? Quantifying and Monitoring AIGT on Social Media ACL 2025 Are You Trying to Convince Me or Are You Trying to Deceive Me? Using Argumentation Types to Identify Deceptive News ACL 2025 ArgMatch: Adaptive Refinement Gathering for Efficient Dense Matching ICCV 2025 Argumentation and Domain Discourse in Scholarly Articles on the Theory of International Relations COLING 2025 Aria-MIDI: A Dataset of Piano MIDI Files for Symbolic Music Modeling ICLR 2025 A Riemannian Framework for Learning Reduced-order Lagrangian Dynamics ICLR 2025