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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)

Which Word Orders Facilitate Length Generalization in LMs? An Investigation with GCG-Based Artificial Languages EMNLP 2025 WhiSPA: Semantically and Psychologically Aligned Whisper with Self-Supervised Contrastive and Student-Teacher Learning ACL 2025 Who leads? Who follows? Temporal dynamics of political dogwhistles in Swedish online communities ACL 2025 Who Taught You That? Tracing Teachers in Model Distillation ACL 2025 Who Wrote This? Identifying Machine vs Human-Generated Text in Hausa ACL 2025 Why Multi-Interest Fairness Matters: Hypergraph Contrastive Multi-Interest Learning for Fair Conversational Recommender System ACL 2025 Why Novels (Don’t) Break Through: Dynamics of Canonicity in the Danish Modern Breakthrough (1870-1900) NAACL 2025 Why Vision Language Models Struggle with Visual Arithmetic? Towards Enhanced Chart and Geometry Understanding ACL 2025 WiFi CSI Based Temporal Activity Detection via Dual Pyramid Network AAAI 2025 Wikivecs: A Fully Reproducible Vectorization of Multilingual Wikipedia ACL 2025 WildFake: A Large-Scale and Hierarchical Dataset for AI-Generated Images Detection AAAI 2025 WildFireCan-MMD: A Multimodal Dataset for Classification of User-Generated Content During Wildfires in Canada IJCNLP 2025 Will It Still Be True Tomorrow? Multilingual Evergreen Question Classification to Improve Trustworthy QA EMNLP 2025 WIPES: Wavelet-based Visual Primitives ICCV 2025 Witty: An Efficient Solver for Computing Minimum-Size Decision Trees AAAI 2025 WMAdapter: Adding WaterMark Control to Latent Diffusion Models ICML 2025 WoNBias: A Dataset for Classifying Bias & Prejudice Against Women in Bengali Text ACL 2025 Word2Passage: Word-level Importance Re-weighting for Query Expansion ACL 2025 Word2Vec4Kids: Interactive Challenges to Introduce Middle School Students to Word Embeddings AAAI 2025 Word boundaries and the morphology-syntax trade-off COLING 2025 Word-level Cross-lingual Structure in Large Language Models COLING 2025 Word-Level Detection of Code-Mixed Hate Speech with Multilingual Domain Transfer ACL 2025 Words Like Knives: Backstory-Personalized Modeling and Detection of Violent Communication EMNLP 2025 Words of Warmth: Trust and Sociability Norms for over 26k English Words ACL 2025 Wrapped Gaussian on the manifold of Symmetric Positive Definite Matrices ICML 2025