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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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Papers (including subtopics)

Is It Navajo? Accurate Language Detection for Endangered Athabaskan Languages NAACL 2025 IsiZulu noun classification based on replicating the ensemble approach for Runyankore COLING 2025 Is Lunch Free Yet? Overcoming the Cold-Start Problem in Supervised Content Scoring using Zero-Shot LLM-Generated Training Data ACL 2025 Isometric Regularization for Manifolds of Functional Data ICLR 2025 I Speak for the Árboles: Developing a Dependency Treebank for Spanish L2 and Heritage Speakers ACL 2025 Is Peer-Reviewing Worth the Effort? COLING 2025 I Spy with My Little Eye A Minimum Cost Multicut Investigation of Dataset Frames WACV 2025 Is There No Such Thing as a Bad Question? H4R: HalluciBot for Ratiocination, Rewriting, Ranking, and Routing AAAI 2025 Is this Chatbot Trying to Sell Something? Towards Oversight of Chatbot Sales Tactics EMNLP 2025 Is this Generated Person Existed in Real-world? Fine-grained Detecting and Calibrating Abnormal Human-body CVPR 2025 IsUMap: Manifold Learning and Data Visualization Leveraging Vietoris-Rips Filtrations AAAI 2025 Is Your Image a Good Storyteller? AAAI 2025 Is Your World Simulator a Good Story Presenter? A Consecutive Events-Based Benchmark for Future Long Video Generation CVPR 2025 iTBLS: A Dataset of Interactive Conversations Over Tabular Information ACL 2025 Item-Language Model: Improving Large Language Model for Recommendation via Item-Language Representation Learning IJCNLP 2025 Iterated Belief Change as Learning IJCAI 2025 Iterative Sparse Attention for Long-sequence Recommendation AAAI 2025 Iterative Substructure Extraction for Molecular Relational Learning with Interactive Graph Information Bottleneck ICLR 2025 ITF-NLP at SemEval-2025 Task 11 An Exploration of English and German Multi-label Emotion Detection using Fine-tuned Transformer Models SemEval 2025 ITP: Instance-Aware Test Pruning for Out-of-Distribution Detection AAAI 2025 It's a (Blind) Match! Towards Vision-Language Correspondence without Parallel Data CVPR 2025 Jacobian Sparse Autoencoders: Sparsify Computations, Not Just Activations ICML 2025 Jamo-Level Subword Tokenization in Low-Resource Korean Machine Translation NAACL 2025 JellyK at SemEval-2025 Task 11: Russian Multi-label Emotion Detection with Pre-trained BERT-based Language Models SemEval 2025 JHU IWSLT 2025 Low-resource System Description ACL 2025