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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)

Leveraging Corpus Metadata to Detect Template-based Translation: An Exploratory Case Study of the Egyptian Arabic Wikipedia Edition COLING 2024 Leveraging Customer Feedback for Multi-modal Insight Extraction NAACL 2024 Leveraging Deep Learning to Shed Light on Tones of an Endangered Language: A Case Study of Moklen ACL 2024 Leveraging Ensemble Diversity for Robust Self-Training in the Presence of Sample Selection Bias AISTATS 2024 Leveraging Hyperbolic Embeddings for Coarse-to-Fine Robot Design ICLR 2024 Leveraging Large Language Models for NLG Evaluation: Advances and Challenges EMNLP 2024 Leveraging Linguistically Enhanced Embeddings for Open Information Extraction COLING 2024 Leveraging Locality to Boost Sample Efficiency in Robotic Manipulation CoRL 2024 Leveraging Local Variance for Pseudo-Label Selection in Semi-supervised Learning AAAI 2024 Leveraging Multi-lingual Positive Instances in Contrastive Learning to Improve Sentence Embedding EACL 2024 Leveraging Part-of-Speech Tagging for Enhanced Stylometry of Latin Literature ACL 2024 Leveraging Physical and Semantic Features of text item for Difficulty and Response Time Prediction of USMLE Questions NAACL 2024 Leveraging Predicate and Triplet Learning for Scene Graph Generation CVPR 2024 Leveraging Probabilistic Segmentation Models for Improved Glaucoma Diagnosis: A Clinical Pipeline Approach MIDL 2024 Leveraging Prototypical Representations for Mitigating Social Bias without Demographic Information NAACL 2024 Leveraging Syntactic Dependencies in Disambiguation: The Case of African American English COLING 2024 Leveraging the Structure of Pre-trained Embeddings to Minimize Annotation Effort NAACL 2024 Leveraging Tumor Heterogeneity: Heterogeneous Graph Representation Learning for Cancer Survival Prediction in Whole Slide Images NeurIPS 2024 Leveraging Uncertainty Estimates To Improve Classifier Performance ICLR 2024 Leveraging Universal Speech Representations for Detecting and Assessing the Severity of Mild Cognitive Impairment Across Languages Interspeech 2024 Leveraging Visual Tokens for Extended Text Contexts in Multi-Modal Learning NeurIPS 2024 Lewis's Signaling Game as beta-VAE For Natural Word Lengths and Segments ICLR 2024 LexComSpaL2: A Lexical Complexity Corpus for Spanish as a Foreign Language COLING 2024 Lexical Complexity Prediction and Lexical Simplification for Catalan and Spanish: Resource Creation, Quality Assessment, and Ethical Considerations EMNLP 2024 Lexically Grounded Subword Segmentation EMNLP 2024