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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
'5
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'15
'20
'25

Papers (including subtopics)

A Multi-Level Benchmark for Causal Language Understanding in Social Media Discourse EMNLP 2025 A Multimodal Chinese Dataset for Cross-lingual Sarcasm Detection Interspeech 2025 A Multi-modal Large Language Model with Graph-of-Thought for Effective Recommendation NAACL 2025 A Multiscale Frequency Domain Causal Framework for Enhanced Pathological Analysis ICLR 2025 A Multi-Task Learning Approach to Linear Multivariate Forecasting AISTATS 2025 A Multivariate Unimodality Test Harnessing the Dip Statistic of Mahalanobis Distances Over Random Projections UAI 2025 A Mutual Information Perspective on Knowledge Graph Embedding ACL 2025 An Adaptive Multi-Threshold Loss and a General Framework for Collaborating Losses in Document-Level Relation Extraction ACL 2025 An Address Intelligence Framework for E-commerce Deliveries EMNLP 2025 AnalysisArchitects@DravidianLangTech 2025: BERT Based Approach For Detecting AI Generated Product Reviews In Dravidian Languages NAACL 2025 AnalysisArchitects@DravidianLangTech 2025: Machine Learning Approach to Political Multiclass Sentiment Analysis of Tamil NAACL 2025 Analysis of Automated Document Relevance Annotation for Information Retrieval in Oil and Gas Industry EMNLP 2025 Analysis of the ABC Classification Backends for NIST SRE24 Interspeech 2025 Analytical-Chemistry-Informed Transformer for Infrared Spectra Modeling AAAI 2025 Analytical Construction on Geometric Architectures: Transitioning from Static to Temporal Link Prediction ICML 2025 Analyzing and Mitigating Inconsistency in Discrete Speech Tokens for Neural Codec Language Models ACL 2025 Analyzing Continuous Semantic Shifts with Diachronic Word Similarity Matrices COLING 2025 Analyzing Interview Questions via Bloom’s Taxonomy to Enhance the Design Thinking Process ACL 2025 Analyzing Large Language Models’ pastiche ability: a case study on a 20th century Romanian author NAACL 2025 Analyzing LLMs’ Knowledge Boundary Cognition Across Languages Through the Lens of Internal Representations ACL 2025 Analyzing Neural Scaling Laws in Two-Layer Networks with Power-Law Data Spectra ICLR 2025 Analyzing Offensive Language Dataset Insights from Training Dynamics and Human Agreement Level COLING 2025 Analyzing the Attention Heads for Pronoun Disambiguation in Context-aware Machine Translation Models COLING 2025 Analyzing the Evolution of Scientific Misconduct Based on the Language of Retracted Papers ACL 2025 Analyzing values about gendered language reform in LLMs’ revisions EMNLP 2025