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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)

Findings of the JUST-NLP 2025 Shared Task on Summarization of Indian Court Judgments AACL 2025 Findings of the WMT25 Terminology Translation Task: Terminology is Useful Especially for Good MTs EMNLP 2025 Finding your MUSE: Mining Unexpected Solutions Engine EMNLP 2025 FINDR: A Fast Influential Data Selector for NL2Code Pretraining IJCNLP 2025 FineCite: A Novel Approach For Fine-Grained Citation Context Analysis ACL 2025 Fine-Grained 3D Gaussian Head Avatars Modeling from Static Captures via Joint Reconstruction and Registration ICCV 2025 Fine-Grained Captioning of Long Videos through Scene Graph Consolidation ICML 2025 Fine-Grained Change Point Detection for Topic Modeling with Pitman-Yor Process JMLR 2025 Fine-Grained Detection of AI-Generated Text Using Sentence-Level Segmentation IJCNLP 2025 Fine-grained Fallacy Detection with Human Label Variation NAACL 2025 Fine-Grained Features-based Code Search for Precise Query-Code Matching COLING 2025 Fine-Grained Spatial and Verbal Losses for 3D Visual Grounding WACV 2025 FineRAG: Fine-grained Retrieval-Augmented Text-to-Image Generation COLING 2025 Finer-CAM: Spotting the Difference Reveals Finer Details for Visual Explanation CVPR 2025 Fine-Tuned Transformer-Based Weighted Soft Voting Ensemble for Persuasion Technique Classification in Slavic Languages ACL 2025 Fine‐Tuned Transformers for Detection and Classification of Persuasion Techniques in Slavic Languages ACL 2025 Fine-Tune on the Format: First Improving Multiple-Choice Evaluation for Intermediate LLM Checkpoints ACL 2025 Fine-Tuning Vision-Language-Action Models: Optimizing Speed and Success RSS 2025 FineVQ: Fine-Grained User Generated Content Video Quality Assessment CVPR 2025 Fin-ExBERT: User Intent based Text Extraction in Financial Context using Graph-Augmented BERT and trainable Plugin EMNLP 2025 Finite Sample Analysis of Tensor Decomposition for Learning Mixtures of Linear Systems L4DC 2025 FinMTEB: Finance Massive Text Embedding Benchmark EMNLP 2025 Finsler Multi-Dimensional Scaling: Manifold Learning for Asymmetric Dimensionality Reduction and Embedding CVPR 2025 FiRC-NLP at SemEval-2025 Task 11: To Prompt or to Fine-Tune? Approaches for Multilingual Emotion Classification SemEval 2025 FiRe: Fixed-points of Restoration Priors for Solving Inverse Problems CVPR 2025