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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)

All-in-one: Multi-task Learning for Rumour Verification COLING 2018 A Local Algorithm for Product Return Prediction in E-Commerce IJCAI 2018 A loss framework for calibrated anomaly detection NeurIPS 2018 A LSTM Approach with Sub-Word Embeddings for Mongolian Phrase Break Prediction COLING 2018 Alternating optimization of decision trees, with application to learning sparse oblique trees NeurIPS 2018 A Meaning-Based Statistical English Math Word Problem Solver NAACL 2018 A Memory-Sensitive Classification Model of Errors in Early Second Language Learning NAACL 2018 AMNet: Memorability Estimation With Attention CVPR 2018 Amobee at IEST 2018: Transfer Learning from Language Models EMNLP 2018 AMORE-UPF at SemEval-2018 Task 4: BiLSTM with Entity Library SemEval 2018 A Morphological Analyzer for Shipibo-Konibo EMNLP 2018 A Morphology-Based Representation Model for LSTM-Based Dependency Parsing of Agglutinative Languages CoNLL 2018 Amortized Inference Regularization NeurIPS 2018 AmritaNLP at SemEval-2018 Task 10: Capturing discriminative attributes using convolution neural network over global vector representation. SemEval 2018 Amrita_student at SemEval-2018 Task 1: Distributed Representation of Social Media Text for Affects in Tweets SemEval 2018 AMR Parsing as Graph Prediction with Latent Alignment ACL 2018 A Multi-answer Multi-task Framework for Real-world Machine Reading Comprehension EMNLP 2018 A Multi-Attention based Neural Network with External Knowledge for Story Ending Predicting Task COLING 2018 A Multi-Context Character Prediction Model for a Brain-Computer Interface NAACL 2018 A Multi-sentiment-resource Enhanced Attention Network for Sentiment Classification ACL 2018 A Multi-task Approach to Learning Multilingual Representations ACL 2018 A Multi-task Learning Approach for Image Captioning IJCAI 2018 A Multitask Learning Approach to Assess the Dysarthria Severity in Patients with Parkinson's Disease Interspeech 2018 An Active Feature Transformation Method for Attitude Recognition of Video Bloggers Interspeech 2018 An Adaptive Hierarchical Compositional Model for Phrase Embedding IJCAI 2018