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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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'25

Papers (including subtopics)

Fine-Grained Arabic Dialect Identification COLING 2018 Fine-grained Coordinated Cross-lingual Text Stream Alignment for Endless Language Knowledge Acquisition EMNLP 2018 Fine-Grained Emotion Detection in Health-Related Online Posts EMNLP 2018 Fine-grained Structure-based News Genre Categorization COLING 2018 Fine-Grained Termhood Prediction for German Compound Terms Using Neural Networks COLING 2018 Finite-state morphology for Kwak’wala: A phonological approach COLING 2018 Firearms and Tigers are Dangerous, Kitchen Knives and Zebras are Not: Testing whether Word Embeddings Can Tell EMNLP 2018 FISH-MML: Fisher-HSIC Multi-View Metric Learning IJCAI 2018 Fitting a Putative Manifold to Noisy Data COLT 2018 Fitting New Speakers Based on a Short Untranscribed Sample ICML 2018 Fixing a Broken ELBO ICML 2018 Fix your classifier: the marginal value of training the last weight layer ICLR 2018 Flexible neural representation for physics prediction NeurIPS 2018 Fluency Boost Learning and Inference for Neural Grammatical Error Correction ACL 2018 Flytxt_NTNU at SemEval-2018 Task 8: Identifying and Classifying Malware Text Using Conditional Random Fields and Naïve Bayes Classifiers SemEval 2018 Focal Visual-Text Attention for Visual Question Answering CVPR 2018 FoldingNet: Point Cloud Auto-Encoder via Deep Grid Deformation CVPR 2018 Follow-up Question Generation Using Pattern-based Seq2seq with a Small Corpus for Interview Coaching Interspeech 2018 Foreground Clustering for Joint Segmentation and Localization in Videos and Images NeurIPS 2018 Forest-Based Neural Machine Translation ACL 2018 Formant Measures of Vowels Adjacent to Alveolar and Retroflex Consonants in Arrernte: Stressed and Unstressed Position Interspeech 2018 Forward-Backward Attention Decoder Interspeech 2018 Forward-Backward Splitting for Time-Varying Graphical Models PGM 2018 FOTS: Fast Oriented Text Spotting With a Unified Network CVPR 2018 Found Graph Data and Planted Vertex Covers NeurIPS 2018