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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)

Word Order in English-Japanese Simultaneous Interpretation: Analyses and Evaluation using Chunk-wise Monotonic Translation ACL 2024 Word Sense Disambiguation as a Game of Neurosymbolic Darts COLING 2024 Words That Stick: Using Keyword Cohesion to Improve Text Segmentation CoNLL 2024 Words Worth a Thousand Pictures: Measuring and Understanding Perceptual Variability in Text-to-Image Generation EMNLP 2024 WordWizards@DravidianLangTech 2024:Fake News Detection in Dravidian Languages using Cross-lingual Sentence Embeddings EACL 2024 WPML3CP: Wasserstein Partial Multi-Label Learning with Dual Label Correlation Perspectives IJCAI 2024 Wukong: Towards a Scaling Law for Large-Scale Recommendation ICML 2024 XAI-Attack: Utilizing Explainable AI to Find Incorrectly Learned Patterns for Black-Box Adversarial Example Creation COLING 2024 XDetox: Text Detoxification with Token-Level Toxicity Explanations EMNLP 2024 XFACT Team0331 at PerspectiveArg2024: Sampling from Bounded Clusters for Diverse Relevant Argument Retrieval ACL 2024 XferBench: a Data-Driven Benchmark for Emergent Language NAACL 2024 XGA-Osteo: Towards XAI-Enabled Knee Osteoarthritis Diagnosis with Adversarial Learning IJCAI 2024 XMC-Agent : Dynamic Navigation over Scalable Hierarchical Index for Incremental Extreme Multi-label Classification ACL 2024 Ye Olde French: Effect of Old and Middle French on SIGMORPHON-UniMorph Shared Task Data NAACL 2024 YNU-HPCC at SemEval-2024 Task 9: Using Pre-trained Language Models with LoRA for Multiple-choice Answering Tasks SemEval 2024 YolOOD: Utilizing Object Detection Concepts for Multi-Label Out-of-Distribution Detection CVPR 2024 YOLOPitch: A Time-Frequency Dual-Branch YOLO Model for Pitch Estimation Interspeech 2024 “You are an expert annotator”: Automatic Best–Worst-Scaling Annotations for Emotion Intensity Modeling NAACL 2024 You Only Look Around: Learning Illumination-Invariant Feature for Low-light Object Detection NeurIPS 2024 You Only Read Once: Constituency-Oriented Relational Graph Convolutional Network for Multi-Aspect Multi-Sentiment Classification AAAI 2024 Your Career Path Matters in Person-Job Fit AAAI 2024 Your contrastive learning problem is secretly a distribution alignment problem NeurIPS 2024 YSP at SemEval-2024 Task 1: Enhancing Sentence Relatedness Assessment using Siamese Networks SemEval 2024 ZenPropaganda: A Comprehensive Study on Identifying Propaganda Techniques in Russian Coronavirus-Related Media COLING 2024 ZeroDDI: A Zero-Shot Drug-Drug Interaction Event Prediction Method with Semantic Enhanced Learning and Dual-modal Uniform Alignment IJCAI 2024