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Representation Learning

2843 directly classified papers

Papers per year

Papers

High-risk learning: acquiring new word vectors from tiny data EMNLP 2017
World Knowledge for Reading Comprehension: Rare Entity Prediction with Hierarchical LSTMs Using External Descriptions EMNLP 2017
Deriving continous grounded meaning representations from referentially structured multimodal contexts EMNLP 2017
Nonsymbolic Text Representation EACL 2017
Joint Registration and Representation Learning for Unconstrained Face Identification CVPR 2017
Dialog state tracking, a machine reading approach using Memory Network EACL 2017
Learning Cross-Modal Embeddings for Cooking Recipes and Food Images CVPR 2017
Knowledge Tracing in Sequential Learning of Inflected Vocabulary CONLL 2017
End-To-End Representation Learning for Correlation Filter Based Tracking CVPR 2017
Get To The Point: Summarization with Pointer-Generator Networks ACL 2017
Verb Physics: Relative Physical Knowledge of Actions and Objects ACL 2017
Program Induction by Rationale Generation: Learning to Solve and Explain Algebraic Word Problems ACL 2017
CKY-based Convolutional Attention for Neural Machine Translation IJCNLP 2017
Semantic Features Based on Word Alignments for Estimating Quality of Text Simplification IJCNLP 2017
CVBed: Structuring CVs usingWord Embeddings IJCNLP 2017
Learning to Explain Non-Standard English Words and Phrases IJCNLP 2017
Warped Convolutions: Efficient Invariance to Spatial Transformations ICML 2017
Large-scale Opinion Relation Extraction with Distantly Supervised Neural Network EACL 2017
A Multi-task Approach to Predict Likability of Books EACL 2017
Improved Deep Embedded Clustering with Local Structure Preservation IJCAI 2017
Neurogenesis-Inspired Dictionary Learning: Online Model Adaption in a Changing World IJCAI 2017
Image Matching via Loopy RNN IJCAI 2017
Transductive Non-linear Learning for Chinese Hypernym Prediction ACL 2017
What Do Recurrent Neural Network Grammars Learn About Syntax? EACL 2017
Learning Similarity Functions for Pronunciation Variations INTERSPEECH 2017