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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)

ARDL - A Library for Adaptive Robotic Dynamics Learning L4DC 2021 A Realistic Evaluation of Semi-Supervised Learning for Fine-Grained Classification CVPR 2021 A Receptor Skeleton for Capsule Neural Networks ICML 2021 Are Chess Discussions Racist? An Adversarial Hate Speech Data Set (Student Abstract) AAAI 2021 A Reciprocal Embedding Framework For Modelling Mutual Preferences AAAI 2021 A Regression Approach to Learning-Augmented Online Algorithms NeurIPS 2021 Are Labels Always Necessary for Classifier Accuracy Evaluation? CVPR 2021 A Relation-Oriented Clustering Method for Open Relation Extraction EMNLP 2021 Are Multilingual Models Effective in Code-Switching? NAACL 2021 Are Neural Nets Modular? Inspecting Functional Modularity Through Differentiable Weight Masks ICLR 2021 Are Neural Rankers still Outperformed by Gradient Boosted Decision Trees? ICLR 2021 A Representation Learning Perspective on the Importance of Train-Validation Splitting in Meta-Learning ICML 2021 A ResNet-50-Based Convolutional Neural Network Model for Language ID Identification from Speech Recordings NAACL 2021 Are These From the Same Place? Seeing the Unseen in Cross-View Image Geo-Localization WACV 2021 “Are you kidding me?”: Detecting Unpalatable Questions on Reddit EACL 2021 argmax centroid NeurIPS 2021 Argumentation-Driven Evidence Association in Criminal Cases EMNLP 2021 Argumentation Frameworks with Strong and Weak Constraints: Semantics and Complexity AAAI 2021 Argumentation Mining in Scientific Literature for Sustainable Development EMNLP 2021 Argument Pair Extraction via Attention-guided Multi-Layer Multi-Cross Encoding ACL 2021 Argument Pair Extraction with Mutual Guidance and Inter-sentence Relation Graph EMNLP 2021 A Riemannian Block Coordinate Descent Method for Computing the Projection Robust Wasserstein Distance ICML 2021 A Role-Selected Sharing Network for Joint Machine-Human Chatting Handoff and Service Satisfaction Analysis EMNLP 2021 ArtCoder: An End-to-End Method for Generating Scanning-Robust Stylized QR Codes CVPR 2021 Article Reranking by Memory-Enhanced Key Sentence Matching for Detecting Previously Fact-Checked Claims ACL 2021