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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
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966
4,853
5,823
2000
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Papers (including subtopics)

Your Large Language Models are Leaving Fingerprints COLING 2025 Your Mixture-of-Experts LLM Is Secretly an Embedding Model for Free ICLR 2025 You Shall Know a Word’s Difficulty by the Family It Keeps: Word Family Features in Personalised Word Difficulty Classifiers for L2 Spanish ACL 2025 Zero at SemEval-2025 Task 11: Multilingual Emotion Classification with BERT Variants: A Comparative Study SemEval 2025 ZeroDL: Zero-shot Distribution Learning for Text Clustering via Large Language Models ACL 2025 ZeroMamba: Exploring Visual State Space Model for Zero-Shot Learning AAAI 2025 Zero-resource Hallucination Detection for Text Generation via Graph-based Contextual Knowledge Triples Modeling AAAI 2025 Zero_Shot at SemEval-2025 Task 11: Fine-Tuning Deep Learning and Transformer-based Models for Emotion Detection in Multi-label Classification, Intensity Estimation, and Cross-lingual Adaptation SemEval 2025 Zero-Shot Compositional Video Learning with Coding Rate Reduction ICCV 2025 Zero-Shot Contextual Embeddings via Offline Synthetic Corpus Generation EMNLP 2025 Zero-shot Generalist Graph Anomaly Detection with Unified Neighborhood Prompts IJCAI 2025 Zero Shot Generalization of Vision-Based RL Without Data Augmentation ICML 2025 Zero-shot Imputation with Foundation Inference Models for Dynamical Systems ICLR 2025 Zero-shot Meta-learning for Tabular Prediction Tasks with Adversarially Pre-trained Transformer ICML 2025 Zero-Shot Natural Language Explanations ICLR 2025 Zero-Shot Styled Text Image Generation, but Make It Autoregressive CVPR 2025 zhouyijiang1 at SemEval-2025 Task 11: A Multi-tag Detection Method based on Pre-training Language Models SemEval 2025 ZIPA: A family of efficient models for multilingual phone recognition ACL 2025 Zono-Conformal Prediction: Zonotope-Based Uncertainty Quantification for Regression and Classification Tasks JMLR 2025 ZoomEye: Enhancing Multimodal LLMs with Human-Like Zooming Capabilities through Tree-Based Image Exploration EMNLP 2025 ZoRI: Towards Discriminative Zero-Shot Remote Sensing Instance Segmentation AAAI 2025 Zuifeng at SemEval-2025 Task 9: Multitask Learning with Fine-Tuned RoBERTa for Food Hazard Detection SemEval 2025 𝛿-Stance: A Large-Scale Real World Dataset of Stances in Legal Argumentation ACL 2025 αTC-VAE: On the relationship between Disentanglement and Diversity ICLR 2024 E^3: Exploring Embodied Emotion Through A Large-Scale Egocentric Video Dataset NeurIPS 2024