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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
'5
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'15
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'25

Papers (including subtopics)

Adversarial Contrastive Estimation ACL 2018 Adversarial Feature-Mapping for Speech Enhancement Interspeech 2018 Adversarial Learning with Local Coordinate Coding ICML 2018 Adversarially Regularized Autoencoders ICML 2018 Adversarially Regularized Graph Autoencoder for Graph Embedding IJCAI 2018 Adversarial Metric Learning IJCAI 2018 Adversarial Regression for Detecting Attacks in Cyber-Physical Systems IJCAI 2018 Adversarial Regression with Multiple Learners ICML 2018 Adversarial Time-to-Event Modeling ICML 2018 A Fast and Accurate Method for Estimating People Flow from Spatiotemporal Population Data IJCAI 2018 A Fast and Scalable Joint Estimator for Integrating Additional Knowledge in Learning Multiple Related Sparse Gaussian Graphical Models ICML 2018 A Faster Sampling Algorithm for Spherical k-means ACML 2018 Aff2Vec: Affect–Enriched Distributional Word Representations COLING 2018 Affordance Extraction and Inference based on Semantic Role Labeling EMNLP 2018 A First Investigation of the Timing of Turn-taking in Ruuli Interspeech 2018 A Flexible, Efficient and Accurate Framework for Community Question Answering Pipelines ACL 2018 A Framework for Developing and Evaluating Word Embeddings of Drug-named Entity ACL 2018 A French-Spanish Multimodal Speech Communication Corpus Incorporating Acoustic Data, Facial, Hands and Arms Gestures Information Interspeech 2018 A Full End-to-End Semantic Role Labeler, Syntactic-agnostic Over Syntactic-aware? COLING 2018 Age Estimation Using Expectation of Label Distribution Learning IJCAI 2018 A Genre-Aware Attention Model to Improve the Likability Prediction of Books EMNLP 2018 Aggression Detection in Social Media using Deep Neural Networks COLING 2018 Aggression Detection on Social Media Text Using Deep Neural Networks EMNLP 2018 Aggression Identification and Multi Lingual Word Embeddings COLING 2018 Aggression Identification Using Deep Learning and Data Augmentation COLING 2018