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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
4,853
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2000
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Papers (including subtopics)

A Comprehensive Comparison of Word Embeddings in Event & Entity Coreference Resolution. EMNLP 2021 A Conditional Generative Matching Model for Multi-lingual Reply Suggestion EMNLP 2021 A Constant Approximation Algorithm for Sequential Random-Order No-Substitution k-Median Clustering NeurIPS 2021 A Contextual Word Embedding for Arabic Sarcasm Detection with Random Forests EACL 2021 Acoustic Data-Driven Subword Modeling for End-to-End Speech Recognition Interspeech 2021 Acoustic Event Detection with Classifier Chains Interspeech 2021 Acoustic Features and Neural Representations for Categorical Emotion Recognition from Speech Interspeech 2021 Acoustic Indicators of Speech Motor Coordination in Adults With and Without Traumatic Brain Injury Interspeech 2021 Acoustic-Prosodic, Lexical and Demographic Cues to Persuasiveness in Competitive Debate Speeches Interspeech 2021 Acoustic Scene Classification Using Kervolution-Based SubSpectralNet Interspeech 2021 Acquiring a Formality-Informed Lexical Resource for Style Analysis EACL 2021 A Critical Look at the Consistency of Causal Estimation with Deep Latent Variable Models NeurIPS 2021 A Critique of Self-Expressive Deep Subspace Clustering ICLR 2021 ACSNet: Action-Context Separation Network for Weakly Supervised Temporal Action Localization AAAI 2021 Action Duration Prediction for Segment-Level Alignment of Weakly-Labeled Videos WACV 2021 ACTION-Net: Multipath Excitation for Action Recognition CVPR 2021 ActiveAnno: General-Purpose Document-Level Annotation Tool with Active Learning Integration NAACL 2021 Active Bayesian Assessment of Black-Box Classifiers AAAI 2021 Active clustering for labeling training data NeurIPS 2021 Active Contrastive Learning of Audio-Visual Video Representations ICLR 2021 Active Covering ICML 2021 Active Deep Probabilistic Subsampling ICML 2021 Active Domain Adaptation via Clustering Uncertainty-Weighted Embeddings ICCV 2021 Active learning and negative evidence for language identification NAACL 2021 Active Learning by Acquiring Contrastive Examples EMNLP 2021