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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)

Cross Validation for Correlated Data in Classification Models AISTATS 2025 Cross-View Graph Consistency Learning for Invariant Graph Representations AAAI 2025 CSA: Data-efficient Mapping of Unimodal Features to Multimodal Features ICLR 2025 CSAHFL:Clustered Semi-Asynchronous Hierarchical Federated Learning for Dual-layer Non-IID in Heterogeneous Edge Computing Networks IJCAI 2025 CSECU-DSG at SemEval-2025 Task 6: Exploiting Multilingual Feature Fusion-based Approach for Corporate Promise Verification SemEval 2025 CSECU-Learners at SemEval-2025 Task 9: Enhancing Transformer Model for Explainable Food Hazard Detection in Text SemEval 2025 CSG-ODE: ControlSynth Graph ODE For Modeling Complex Evolution of Dynamic Graphs ICML 2025 CtD: Composition through Decomposition in Emergent Communication ICLR 2025 CTPD: Cross-Modal Temporal Pattern Discovery for Enhanced Multimodal Electronic Health Records Analysis ACL 2025 CTR-Guided Generative Query Suggestion in Conversational Search EMNLP 2025 CTRL-O: Language-Controllable Object-Centric Visual Representation Learning CVPR 2025 CtrlSynth: Controllable Image Text Synthesis for Data-Efficient Multimodal Learning ICML 2025 CTSyn: A Foundation Model for Cross Tabular Data Generation ICLR 2025 CTYUN-AI at SemEval-2025 Task 1: Learning to Rank for Idiomatic Expressions SemEval 2025 CU at BEA 2025 Shared Task: A BERT-Based Cross-Attention Approach for Evaluating Pedagogical Responses in Dialogue ACL 2025 CUET_Big_O@NLU of Devanagari Script Languages 2025: Identifying Script Language and Detecting Hate Speech Using Deep Learning and Transformer Model COLING 2025 CUET-NLP_Big_O@DravidianLangTech 2025: A BERT-based Approach to Detect Fake News from Malayalam Social Media Texts NAACL 2025 CUET-NLP_MP@DravidianLangTech 2025: A Transformer and LLM-Based Ensemble Approach for Fake News Detection in Dravidian NAACL 2025 CUET_Novice@DravidianLangTech 2025: Abusive Comment Detection in Malayalam Text Targeting Women on Social Media Using Transformer-Based Models NAACL 2025 cuetRaptors@DravidianLangTech 2025: Transformer-Based Approaches for Detecting Abusive Tamil Text Targeting Women on Social Media NAACL 2025 CUET_Sntx_Srfrs at BLP-2025 Task 1: Combining Hierarchical Classification and Ensemble Learning for Bengali Hate Speech Detection AACL 2025 CUFE@NLU of Devanagari Script Languages 2025: Language Identification using fastText COLING 2025 CUGF: A Reliable and Fair Recommendation Framework AAAI 2025 Cultivating Archipelago of Forests: Evolving Robust Decision Trees Through Island Coevolution AAAI 2025 Culture Matters in Toxic Language Detection in Persian ACL 2025