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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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'15
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'25

Papers (including subtopics)

Spotting AI’s Touch: Identifying LLM-Paraphrased Spans in Text ACL 2024 Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text ICML 2024 SRF: Enhancing Document-Level Relation Extraction with a Novel Secondary Reasoning Framework EMNLP 2024 SRFormer: Text Detection Transformer with Incorporated Segmentation and Regression AAAI 2024 SRFUND: A Multi-Granularity Hierarchical Structure Reconstruction Benchmark in Form Understanding NeurIPS 2024 SSA-Seg: Semantic and Spatial Adaptive Pixel-level Classifier for Semantic Segmentation NeurIPS 2024 SSL4Q: Semi-Supervised Learning of Quantum Data with Application to Quantum State Classification ICML 2024 SSN-Nova@LT-EDI 2024: POS Tagging, Boosting Techniques and Voting Classifiers for Caste And Migration Hate Speech Detection EACL 2024 SSN_Semeval10 at SemEval-2024 Task 10: Emotion Discovery and Reasoning its Flip in Conversations SemEval 2024 SSP: Semi-Signed Prioritized Neural Fitting for Surface Reconstruction From Unoriented Point Clouds WACV 2024 SSS: Editing Factual Knowledge in Language Models towards Semantic Sparse Space ACL 2024 ST$_k$: A Scalable Module for Solving Top-k Problems NeurIPS 2024 Stability and L2-penalty in Model Averaging JMLR 2024 Stability and Multigroup Fairness in Ranking with Uncertain Predictions ICML 2024 Stabilizing Linear Passive-Aggressive Online Learning with Weighted Reservoir Sampling NeurIPS 2024 Stable and Consistent Density-Based Clustering via Multiparameter Persistence JMLR 2024 Stable Anisotropic Regularization ICLR 2024 Stable Minima Cannot Overfit in Univariate ReLU Networks: Generalization by Large Step Sizes NeurIPS 2024 StableSSM: Alleviating the Curse of Memory in State-space Models through Stable Reparameterization ICML 2024 STable: Table Generation Framework for Encoder-Decoder Models EACL 2024 Stack Attention: Improving the Ability of Transformers to Model Hierarchical Patterns ICLR 2024 Stacking Deep Set Networks and Pooling by Quantiles ICML 2024 STAGE: Simplified Text-Attributed Graph Embeddings using Pre-trained LLMs ACL 2024 STAMP: Outlier-Aware Test-Time Adaptation with Stable Memory Replay ECCV 2024 StanceCrafters at StanceEval2024: Multi-task Stance Detection using BERT Ensemble with Attention Based Aggregation ACL 2024