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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)

REACT: Representation Extraction And Controllable Tuning to Overcome Overfitting in LLM Knowledge Editing EMNLP 2025 Read Between the Lines: A Benchmark for Uncovering Political Bias in Bangla News Articles AACL 2025 Reading Between the Prompts: How Stereotypes Shape LLM’s Implicit Personalization EMNLP 2025 Ready for You When You Are Back: Content-Driven Session-Based Recommendation for Continuity of Experience AAAI 2025 Real2Render2Real: Scaling Robot Data Without Dynamics Simulation or Robot Hardware CoRL 2025 Real, Fake, or Manipulated? Detecting Machine-Influenced Text EMNLP 2025 RealGeneral: Unifying Visual Generation via Temporal In-Context Learning with Video Models ICCV 2025 Re-Aligning Language to Visual Objects with an Agentic Workflow ICLR 2025 Realistic Evaluation of Deep Partial-Label Learning Algorithms ICLR 2025 Real-Time Calibration Model for Low-Cost Sensor in Fine-Grained Time Series AAAI 2025 Reanimating Images using Neural Representations of Dynamic Stimuli CVPR 2025 Reason-before-Retrieve: One-Stage Reflective Chain-of-Thoughts for Training-Free Zero-Shot Composed Image Retrieval CVPR 2025 Reasoning-as-Logic-Units: Scaling Test-Time Reasoning in Large Language Models Through Logic Unit Alignment ICML 2025 Reasoning Aware Self-Consistency: Leveraging Reasoning Paths for Efficient LLM Sampling NAACL 2025 Reasoning Graph Enhanced Exemplars Retrieval for In-Context Learning COLING 2025 Reasoning Knowledge Filter for Logical Table-to-Text Generation COLING 2025 Reasoning Limitations of Multimodal Large Language Models. A case study of Bongard Problems ICML 2025 Reasoning with Latent Thoughts: On the Power of Looped Transformers ICLR 2025 Reason to Rote: Rethinking Memorization in Reasoning EMNLP 2025 Reassessing Graph Linearization for Sequence-to-sequence AMR Parsing: On the Advantages and Limitations of Triple-Based NAACL 2025 Reassessing How to Compare and Improve the Calibration of Machine Learning Models ICLR 2025 Rebalancing Multi-Label Class-Incremental Learning AAAI 2025 REBIND: Enhancing Ground-state Molecular Conformation Prediction via Force-Based Graph Rewiring ICLR 2025 Recite, Reconstruct, Recollect: Memorization in LMs as a Multifaceted Phenomenon ICLR 2025 RecLM: Recommendation Instruction Tuning ACL 2025