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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)

Eta-WavLM: Efficient Speaker Identity Removal in Self-Supervised Speech Representations Using a Simple Linear Equation ACL 2025 ETCH: Generalizing Body Fitting to Clothed Humans via Equivariant Tightness ICCV 2025 ET-MIER: Entity Type-guided Key Mention Identification and Evidence Retrieval for Document-level Relation Extraction EMNLP 2025 Evaluating Design Decisions for Dual Encoder-based Entity Disambiguation ACL 2025 Evaluating Input Feature Explanations through a Unified Diagnostic Evaluation Framework NAACL 2025 Evaluating Intermediate Reasoning of Code-Assisted Large Language Models for Mathematics ACL 2025 Evaluating LLM-Generated Diagrams as Graphs EMNLP 2025 Evaluating LLM-Generated Legal Explanations for Regulatory Compliance in Social Media Influencer Marketing EMNLP 2025 Evaluating LLMs’ Reasoning Over Ordered Procedural Steps IJCNLP 2025 Evaluating Mathematical Reasoning Beyond Accuracy AAAI 2025 Evaluating Prompt Relevance in Arabic Automatic Essay Scoring: Insights from Synthetic and Real-World Data EMNLP 2025 Evaluating RAG Pipelines for Arabic Lexical Information Retrieval: A Comparative Study of Embedding and Generation Models COLING 2025 Evaluating Sampling Strategies for Similarity-Based Short Answer Scoring: a Case Study in Thailand COLING 2025 Evaluating Sequence Labeling on the basis of Information Theory ACL 2025 Evaluating Textual and Visual Semantic Neighborhoods of Abstract and Concrete Concepts EMNLP 2025 Evaluating the Capabilities of Large Language Models for Multi-label Emotion Understanding COLING 2025 Evaluating Theory of (an uncertain) Mind: Predicting the Uncertain Beliefs of Others from Conversational Cues ACL 2025 Evaluation of LLMs-based Hidden States as Author Representations for Psychological Human-Centered NLP Tasks NAACL 2025 Evaluation of Text-to-Image Generation from a Creativity Perspective EMNLP 2025 Even-if Explanations: Formal Foundations, Priorities and Complexity AAAI 2025 Event-Equalized Dense Video Captioning CVPR 2025 EventFull: Complete and Consistent Event Relation Annotation NAACL 2025 EventMamba: Enhancing Spatio-Temporal Locality with State Space Models for Event-Based Video Reconstruction AAAI 2025 Event Pattern-Instance Graph: A Multi-Round Role Representation Learning Strategy for Document-Level Event Argument Extraction ACL 2025 E-Verify: A Paradigm Shift to Scalable Embedding-based Factuality Verification EMNLP 2025