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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)

JI2S: Joint Influence‐Aware Instruction Data Selection for Efficient Fine‐Tuning EMNLP 2025 Jigsaw++: Imagining Complete Shape Priors for Object Reassembly ICCV 2025 Jim at SemEval-2025 Task 5: Multilingual BERT Ensemble SemEval 2025 jina-embeddings-v4: Universal Embeddings for Multimodal Multilingual Retrieval EMNLP 2025 Jinan Smart Education at BEA 2025 Shared Task: Dual Encoder Architecture for Tutor Identification via Semantic Understanding of Pedagogical Conversations ACL 2025 JNLP at SemEval-2025 Task 11: Cross-Lingual Multi-Label Emotion Detection Using Generative Models SemEval 2025 Joint Asymmetric Loss for Learning with Noisy Labels ICCV 2025 Joint Class-level and Instance-level Relationship Modeling for Novel Class Discovery AAAI 2025 Joint Enhancement of Relational Reasoning for Long-Context LLMs EMNLP 2025 Joint Graph Rewiring and Feature Denoising via Spectral Resonance ICLR 2025 Joint Knowledge Editing for Information Enrichment and Probability Promotion AAAI 2025 Joint Learning Event-Specific Probe and Argument Library with Differential Optimization for Document-Level Multi-Event Extraction NAACL 2025 Joint Metric Space Embedding by Unbalanced Optimal Transport with Gromov–Wasserstein Marginal Penalization ICML 2025 Joint State and Noise Covariance Estimation RSS 2025 Joker: Joint Optimization Framework for Lightweight Kernel Machines ICML 2025 JOLT-SQL: Joint Loss Tuning of Text-to-SQL with Confusion-aware Noisy Schema Sampling EMNLP 2025 JoPA: Explaining Large Language Model’s Generation via Joint Prompt Attribution ACL 2025 Judge and Improve: Towards a Better Reasoning of Knowledge Graphs with Large Language Models EMNLP 2025 Jump To Hyperspace: Comparing Euclidean and Hyperbolic Loss Functions for Hierarchical Multi-Label Text Classification COLING 2025 Jump Your Steps: Optimizing Sampling Schedule of Discrete Diffusion Models ICLR 2025 JU_NLP at SemEval-2025 Task 7: Leveraging Transformer-Based Models for Multilingual & Crosslingual Fact-Checked Claim Retrieval SemEval 2025 JustATalentedTeam@DravidianLangTech 2025: A Study of ML and DL approaches for Sentiment Analysis in Code-Mixed Tamil and Tulu Texts NAACL 2025 Just One is Enough: An Existence-based Alignment Check for Robust Japanese Pronunciation Estimation EMNLP 2025 KAA: Kolmogorov-Arnold Attention for Enhancing Attentive Graph Neural Networks ICLR 2025 KAC: Kolmogorov-Arnold Classifier for Continual Learning CVPR 2025