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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)

HaDeMiF: Hallucination Detection and Mitigation in Large Language Models ICLR 2025 Hallucinated Span Detection with Multi-View Attention Features EMNLP 2025 Hallucination Reduction in Video-Language Models via Hierarchical Multimodal Consistency IJCAI 2025 HalluCounter: Reference-free LLM Hallucination Detection in the Wild! IJCNLP 2025 Handling Imbalanced Pseudolabels for Vision-Language Models with Concept Alignment and Confusion-Aware Calibrated Margin ICML 2025 Handling Spatial-Temporal Data Heterogeneity for Federated Continual Learning via Tail Anchor CVPR 2025 Hard Emotion Test Evaluation Sets for Language Models NAACL 2025 Hard Negative Mining for Domain-Specific Retrieval in Enterprise Systems ACL 2025 Harmonizing Diverse Models: A Layer-wise Merging Strategy for Consistent Generation EMNLP 2025 Harmonizing Visual and Textual Embeddings for Zero-Shot Text-to-Image Customization AAAI 2025 Harnessing Frequency Spectrum Insights for Image Copyright Protection Against Diffusion Models CVPR 2025 Harnessing Robust Statistics for Trustworthy AI AAAI 2025 Harnessing Vision Models for Time Series Analysis: A Survey IJCAI 2025 HA-SCN: Learning Hierarchical Aligned Subtree Convolutional Networks for Graph Classification IJCAI 2025 HASH-RAG: Bridging Deep Hashing with Retriever for Efficient, Fine Retrieval and Augmented Generation ACL 2025 Has this Fact been Edited? Detecting Knowledge Edits in Language Models NAACL 2025 HATA: Trainable and Hardware-Efficient Hash-Aware Top-k Attention for Scalable Large Model Inference ACL 2025 Hate Explained: Evaluating NER-Enriched Text in Human and Machine Moderation of Hate Speech ACL 2025 HateNet-BN at BLP-2025 Task 1: A Hierarchical Attention Approach for Bangla Hate Speech Detection AACL 2025 Hate Speech in Times of Crises: a Cross-Disciplinary Analysis of Online Xenophobia in Greece ACL 2025 Hausdorff Distance Matching with Adaptive Query Denoising for Rotated Detection Transformer WACV 2025 Hawkes based Representation Learning for Reasoning over Scale-free Community-structured Temporal Knowledge Graphs COLING 2025 HD-NDEs: Neural Differential Equations for Hallucination Detection in LLMs ACL 2025 HDT: Hierarchical Discrete Transformer for Multivariate Time Series Forecasting AAAI 2025 HeadMap: Locating and Enhancing Knowledge Circuits in LLMs ICLR 2025