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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)

Attending to Characters in Neural Sequence Labeling Models COLING 2016 Attention-Based Convolutional Neural Network for Semantic Relation Extraction COLING 2016 Attention-Based Convolutional Neural Networks for Sentence Classification Interspeech 2016 At the Border of Acoustics and Linguistics: Bag-of-Audio-Words for the Recognition of Emotions in Speech Interspeech 2016 Audio Word2Vec: Unsupervised Learning of Audio Segment Representations Using Sequence-to-Sequence Autoencoder Interspeech 2016 Augmentable Gamma Belief Networks JMLR 2016 A Unified View on Multi-class Support Vector Classification JMLR 2016 A Unifying Framework in Vector-valued Reproducing Kernel Hilbert Spaces for Manifold Regularization and Co-Regularized Multi-view Learning JMLR 2016 Automated Screening of Speech Development Issues in Children by Identifying Phonological Error Patterns Interspeech 2016 Automatically Classifying Self-Rated Personality Scores from Speech Interspeech 2016 Automatically Processing Tweets from Gang-Involved Youth: Towards Detecting Loss and Aggression COLING 2016 Automatically Suggesting Example Sentences of Near-Synonyms for Language Learners COLING 2016 Automatic Assessment and Error Detection of Shadowing Speech: Case of English Spoken by Japanese Learners Interspeech 2016 Automatic Classification of Lexical Stress in English and Arabic Languages Using Deep Learning Interspeech 2016 Automatic Classification of Phonation Modes in Singing Voice: Towards Singing Style Characterisation and Application to Ethnomusicological Recordings Interspeech 2016 Automatic Construction of Nonparametric Relational Regression Models for Multiple Time Series ICML 2016 Automatic Detection of Parkinson’s Disease Based on Modulated Vowels Interspeech 2016 Automatic Dialect Detection in Arabic Broadcast Speech Interspeech 2016 Automatic Discrimination of Soft Voice Onset Using Acoustic Features of Breathy Voicing Interspeech 2016 Automatic Estimation of Perceived Sincerity from Spoken Language Interspeech 2016 Automatic Extraction of Learner Errors in ESL Sentences Using Linguistically Enhanced Alignments COLING 2016 Automatic Fence Segmentation in Videos of Dynamic Scenes CVPR 2016 Automatic Generation and Classification of Minimal Meaningful Propositions in Educational Systems COLING 2016 Automatic Genre and Show Identification of Broadcast Media Interspeech 2016 Automatic Glottal Inverse Filtering with Non-Negative Matrix Factorization Interspeech 2016