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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)

Batch Value-function Approximation with Only Realizability ICML 2021 Bayesian Active Learning by Soft Mean Objective Cost of Uncertainty AISTATS 2021 Bayesian Distance Clustering JMLR 2021 Bayesian Latent Factor Model for Higher-order Data ACML 2021 Bayesian nonparametric model for arbitrary cubic partitioning ACML 2021 Bayesian Nonparametric Space Partitions: A Survey IJCAI 2021 Bayesian Text Classification and Summarization via A Class-Specified Topic Model JMLR 2021 Bayesian Triplet Loss: Uncertainty Quantification in Image Retrieval ICCV 2021 Be Confident! Towards Trustworthy Graph Neural Networks via Confidence Calibration NeurIPS 2021 Behavior Mimics Distribution: Combining Individual and Group Behaviors for Federated Learning IJCAI 2021 Benchmarking Meta-embeddings: What Works and What Does Not EMNLP 2021 Benchmarking Representation Learning for Natural World Image Collections CVPR 2021 Benchmarking Scalable Methods for Streaming Cross Document Entity Coreference ACL 2021 Benchmark Platform for Ultra-Fine-Grained Visual Categorization Beyond Human Performance ICCV 2021 Benchmarks, Algorithms, and Metrics for Hierarchical Disentanglement ICML 2021 “Be nice to your wife! The restaurants are closed”: Can Gender Stereotype Detection Improve Sexism Classification? EMNLP 2021 Benign Overfitting in Multiclass Classification: All Roads Lead to Interpolation NeurIPS 2021 Benign Overfitting of Constant-Stepsize SGD for Linear Regression COLT 2021 BennettNLP at SemEval-2021 Task 5: Toxic Spans Detection using Stacked Embedding Powered Toxic Entity Recognizer SemEval 2021 BernNet: Learning Arbitrary Graph Spectral Filters via Bernstein Approximation NeurIPS 2021 BERT4GCN: Using BERT Intermediate Layers to Augment GCN for Aspect-based Sentiment Classification EMNLP 2021 BERTAC: Enhancing Transformer-based Language Models with Adversarially Pretrained Convolutional Neural Networks ACL 2021 BERT based Adverse Drug Effect Tweet Classification NAACL 2021 BERT-based Multi-Task Model for Country and Province Level MSA and Dialectal Arabic Identification EACL 2021 BERT-Beta: A Proactive Probabilistic Approach to Text Moderation EMNLP 2021