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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)

Cheap Character Noise for OCR-Robust Multilingual Embeddings ACL 2025 CheapNet: Cross-attention on Hierarchical representations for Efficient protein-ligand binding Affinity Prediction ICLR 2025 Cheb-GR: Rethinking K-nearest Neighbor Search in Re-ranking for Person Re-identification CVPR 2025 Chebyshev Attention Depth Permutation Texture Network with Latent Texture Attribute Loss CVPR 2025 CheXWorld: Exploring Image World Modeling for Radiograph Representation Learning CVPR 2025 Child-Directed Language Does Not Consistently Boost Syntax Learning in Language Models EMNLP 2025 Chinese Automatic Readability Assessment Using Adaptive Pre-training and Linguistic Feature Fusion COLING 2025 Chinese Inertial GAN for Handwriting Signal Generation and Recognition ACL 2025 ChuenSumi at SemEval-2025 Task 1: Sentence Transformer Models and Processing Idiomacity SemEval 2025 ChuLo: Chunk-Level Key Information Representation for Long Document Understanding ACL 2025 CIC-IPN at SemEval-2025 Task 11: Transformer-Based Approach to Multi-Class Emotion Detection SemEval 2025 CICL at SemEval-2025 Task 9: A Pilot Study on Different Machine Learning Models for Food Hazard Detection Challenge SemEval 2025 CIE: Controlling Language Model Text Generations Using Continuous Signals EMNLP 2025 CIKT: A Collaborative and Iterative Knowledge Tracing Framework with Large Language Models EMNLP 2025 Circuit Compositions: Exploring Modular Structures in Transformer-Based Language Models ACL 2025 Circuit Representation Learning with Masked Gate Modeling and Verilog-AIG Alignment ICLR 2025 CITI: Enhancing Tool Utilizing Ability in Large Language Models Without Sacrificing General Performance AAAI 2025 CLaC at SemEval-2025 Task 6: A Multi-Architecture Approach for Corporate Environmental Promise Verification SemEval 2025 CLAMP: Crowdsourcing a LArge-scale in-the-wild haptic dataset with an open-source device for Multimodal robot Perception CoRL 2025 Class and Attribute-Aware Logit Adjustment for Generalized Long-Tail Learning AAAI 2025 CLASS: Conditional Latent Architecture for Search and Synthesis of Design Layouts WACV 2025 Class-Conditioned Transformation for Enhanced Robust Image Classification WACV 2025 Class Distillation with Mahalanobis Contrast: An Efficient Training Paradigm for Pragmatic Language Understanding Tasks ACL 2025 Class Distribution-induced Attention Map for Open-vocabulary Semantic Segmentations ICLR 2025 Classification in the high dimensional Anisotropic mixture framework: A new take on Robust Interpolation JMLR 2025