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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
'5
'10
'15
'20
'25

Papers (including subtopics)

Estimating Regression Predictive Distributions with Sample Networks AAAI 2023 Estimating Riemannian Metric with Noise-Contaminated Intrinsic Distance NeurIPS 2023 Estimating Semantic Similarity between In-Domain and Out-of-Domain Samples ACL 2023 Estimating Treatment Effects from Irregular Time Series Observations with Hidden Confounders AAAI 2023 ETHICIST: Targeted Training Data Extraction Through Loss Smoothed Soft Prompting and Calibrated Confidence Estimation ACL 2023 ETran: Energy-Based Transferability Estimation ICCV 2023 Euphemistic Abuse – A New Dataset and Classification Experiments for Implicitly Abusive Language EMNLP 2023 Evaluate AMR Graph Similarity via Self-supervised Learning ACL 2023 Evaluating Classroom Potential for Card-it: Digital Flashcards for Studying and Learning Italian Morphology ACL 2023 Evaluating Data Attribution for Text-to-Image Models ICCV 2023 Evaluating Factors Influencing COVID-19 Outcomes across Countries Using Decision Trees (Student Abstract) AAAI 2023 Evaluating Neuron Interpretation Methods of NLP Models NeurIPS 2023 Evaluating Open-Domain Dialogues in Latent Space with Next Sentence Prediction and Mutual Information ACL 2023 Evaluating Representations with Readout Model Switching ICLR 2023 Evaluating Robustness of Vision Transformers on Imbalanced Datasets (Student Abstract) AAAI 2023 Evaluating Transformer’s Ability to Learn Mildly Context-Sensitive Languages EMNLP 2023 Evaluation and Improvement of Interpretability for Self-Explainable Part-Prototype Networks ICCV 2023 Evaluation Metrics for Depth and Flow of Knowledge in Non-fiction Narrative Texts ACL 2023 Evaluation of delexicalization methods for research on emotional speech Interspeech 2023 Event-based Temporally Dense Optical Flow Estimation with Sequential Learning ICCV 2023 Event-independent temporal positioning: application to French clinical text ACL 2023 Event-Location Tracking in Narratives: A Case Study on Holocaust Testimonies EMNLP 2023 EventOA: An Event Ontology Alignment Benchmark Based on FrameNet and Wikidata ACL 2023 Event Ontology Completion with Hierarchical Structure Evolution Networks EMNLP 2023 Event Process Typing via Hierarchical Optimal Transport AAAI 2023