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Feature Learning

817 directly classified papers

Papers per year

Papers

Semi-Supervised Partial Label Learning via Confidence-Rated Margin Maximization NIPS 2020
A Sparse Representation-Based Approach to Linear Regression with Partially Shuffled Labels UAI 2019
Perceive Where to Focus: Learning Visibility-Aware Part-Level Features for Partial Person Re-Identification CVPR 2019
NNE: A Dataset for Nested Named Entity Recognition in English Newswire ACL 2019
Knowledge Discovery and Hypothesis Generation from Online Patient Forums: A Research Proposal ACL 2019
Lexicon Guided Attentive Neural Network Model for Argument Mining ACL 2019
BREAKING! Presenting Fake News Corpus for Automated Fact Checking ACL 2019
Simple But Not Naïve: Fine-Grained Arabic Dialect Identification Using Only N-Grams ACL 2019
Embedding Lexical Features via Tensor Decomposition for Small Sample Humor Recognition EMNLP 2019
Playgol: Learning Programs Through Play IJCAI 2019
Relation Extraction among Multiple Entities Using a Dual Pointer Network with a Multi-Head Attention Mechanism EMNLP 2019
Fast Proximal Gradient Descent for A Class of Non-convex and Non-smooth Sparse Learning Problems UAI 2019
Efficient Multitask Feature and Relationship Learning UAI 2019
Exploiting the Entity Type Sequence to Benefit Event Detection CONLL 2019
A Machine Learning Suite for Machine Components’ Health-Monitoring AAAI 2019
Deep Embedding Features for Salient Object Detection AAAI 2019
Embedding-Based Complex Feature Value Coupling Learning for Detecting Outliers in Non-IID Categorical Data AAAI 2019
Interaction-Aware Factorization Machines for Recommender Systems AAAI 2019
Two-Stage Label Embedding via Neural Factorization Machine for Multi-Label Classification AAAI 2019
Mining Entity Synonyms with Efficient Neural Set Generation AAAI 2019
Using Fisher Vector and Bag-of-Audio-Words Representations to Identify Styrian Dialects, Sleepiness, Baby & Orca Sounds INTERSPEECH 2019
Factorization of Discriminatively Trained i-Vector Extractor for Speaker Recognition INTERSPEECH 2019
Data-Distortion Guided Self-Distillation for Deep Neural Networks AAAI 2019
The Feasibility of Embedding Based Automatic Evaluation for Single Document Summarization IJCNLP 2019
Joint Representative Selection and Feature Learning: A Semi-Supervised Approach CVPR 2019