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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

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51
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966
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2000
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Papers (including subtopics)

LRG at SemEval-2021 Task 4: Improving Reading Comprehension with Abstract Words using Augmentation, Linguistic Features and Voting SemEval 2021 LRSC: Learning Representations for Subspace Clustering AAAI 2021 LS3: Latent Space Safe Sets for Long-Horizon Visuomotor Control of Sparse Reward Iterative Tasks CoRL 2021 LSD-StructureNet: Modeling Levels of Structural Detail in 3D Part Hierarchies ICCV 2021 LU-BZU at SemEval-2021 Task 2: Word2Vec and Lemma2Vec performance in Arabic Word-in-Context disambiguation SemEval 2021 LZ1904 at SemEval-2021 Task 5: Bi-LSTM-CRF for Toxic Span Detection using Pretrained Word Embedding SemEval 2021 Machine Extraction of Tax Laws from Legislative Texts EMNLP 2021 Machine Learning-Based Approach for Arabic Dialect Identification EACL 2021 Machine Learning-Based Model for Sentiment and Sarcasm Detection EACL 2021 Machine learning structure preserving brackets for forecasting irreversible processes NeurIPS 2021 Machine Translated Text Detection Through Text Similarity with Round-Trip Translation NAACL 2021 Machine Unlearning for Random Forests ICML 2021 MagFace: A Universal Representation for Face Recognition and Quality Assessment CVPR 2021 MagicPai at SemEval-2021 Task 7: Method for Detecting and Rating Humor Based on Multi-Task Adversarial Training SemEval 2021 MagNet: A Neural Network for Directed Graphs NeurIPS 2021 Making the Relation Matters: Relation of Relation Learning Network for Sentence Semantic Matching AAAI 2021 Manchester Metropolitan at SemEval-2021 Task 1: Convolutional Networks for Complex Word Identification SemEval 2021 Manifold Alignment for Semantically Aligned Style Transfer ICCV 2021 Manifold-Aware Deep Clustering: Maximizing Angles Between Embedding Vectors Based on Regular Simplex Interspeech 2021 Manifold Matching via Deep Metric Learning for Generative Modeling ICCV 2021 Manifold Topology Divergence: a Framework for Comparing Data Manifolds. NeurIPS 2021 Manipulator-Independent Representations for Visual Imitation RSS 2021 Many-to-One Distribution Learning and K-Nearest Neighbor Smoothing for Thoracic Disease Identification AAAI 2021 Maoqin @ DravidianLangTech-EACL2021: The Application of Transformer-Based Model EACL 2021 Mapping probability word problems to executable representations EMNLP 2021