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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)

Introducing Verification Task of Set Consistency with Set-Consistency Energy Networks ACL 2025 Invariance Makes LLM Unlearning Resilient Even to Unanticipated Downstream Fine-Tuning ICML 2025 Invariant Shape Representation Learning for Image Classification WACV 2025 Invariant Subspace Decomposition JMLR 2025 Investigating and Scaling up Code-Switching for Multilingual Language Model Pre-Training ACL 2025 Investigating Dictionary Expansion for Video-based Sign Language Dictionaries EMNLP 2025 Investigating Human Values in Online Communities NAACL 2025 Investigating Imaging Annotation and Self-Supervision for the Classification of Continuously Developing Cells in Histological Whole Slide Images WACV 2025 Investigating Methods for Mapping Learning Objectives to Bloom’s Revised Taxonomy in Course Descriptions for Higher Education ACL 2025 Investigating Multi-layer Representations for Dense Passage Retrieval EMNLP 2025 Investigating Pattern Neurons in Urban Time Series Forecasting ICLR 2025 Investigating Psychometric Predictive Power of Syntactic Attention CoNLL 2025 Investigating Relational State Abstraction in Collaborative MARL AAAI 2025 Investigating Subjective Factors of Argument Strength: Storytelling, Emotions, and Hedging ACL 2025 Investigating the Contextualised Word Embedding Dimensions Specified for Contextual and Temporal Semantic Changes COLING 2025 In vivo cell-type and brain region classification via multimodal contrastive learning ICLR 2025 IPO: Your Language Model is Secretly a Preference Classifier ACL 2025 Iqra’Eval: A Shared Task on Qur’anic Pronunciation Assessment EMNLP 2025 iQUEST: An Iterative Question-Guided Framework for Knowledge Base Question Answering ACL 2025 IRNLP at SemEval-2025 Task 10: Multilingual Narrative Characterization and Classification SemEval 2025 IRSum: One Model to Rule Summarization and Retrieval ACL 2025 IRT-Router: Effective and Interpretable Multi-LLM Routing via Item Response Theory ACL 2025 Is a bunch of words enough to detect disagreement in hateful content? COLING 2025 Is CLIP ideal? No. Can we fix it? Yes! ICCV 2025 Is Incremental Structure Prediction Process Universal across Languages?: Revisiting Parsing Strategy through Speculation CoNLL 2025