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Representation Learning

2843 directly classified papers

Papers per year

Papers

Dynamic Network Embedding : An Extended Approach for Skip-gram based Network Embedding IJCAI 2018
Dynamic Hypergraph Structure Learning IJCAI 2018
Deeply Fused Speaker Embeddings for Text-Independent Speaker Verification INTERSPEECH 2018
Knowledge Distillation for Sequence Model INTERSPEECH 2018
Data Requirements, Selection and Augmentation for DNN-based Speech Synthesis from Crowdsourced Data INTERSPEECH 2018
Extracting Speaker’s Gender, Accent, Age and Emotional State from Speech INTERSPEECH 2018
Deep Attribute Guided Representation for Heterogeneous Face Recognition IJCAI 2018
Speech Emotion Recognition from Variable-Length Inputs with Triplet Loss Function INTERSPEECH 2018
Spot the Odd Man Out: Exploring the Associative Power of Lexical Resources EMNLP 2018
Assessing the Scalability of Biologically-Motivated Deep Learning Algorithms and Architectures NIPS 2018
The JHU Parallel Corpus Filtering Systems for WMT 2018 EMNLP 2018
An Unsupervised System for Parallel Corpus Filtering EMNLP 2018
Effective Parallel Corpus Mining using Bilingual Sentence Embeddings EMNLP 2018
Implicit Subjective and Sentimental Usages in Multi-sense Word Embeddings EMNLP 2018
Context-Free Transductions with Neural Stacks EMNLP 2018
Evaluating the Ability of LSTMs to Learn Context-Free Grammars EMNLP 2018
Can LSTM Learn to Capture Agreement? The Case of Basque EMNLP 2018
Unsupervised Token-wise Alignment to Improve Interpretation of Encoder-Decoder Models EMNLP 2018
OpenKE: An Open Toolkit for Knowledge Embedding EMNLP 2018
Magnitude: A Fast, Efficient Universal Vector Embedding Utility Package EMNLP 2018
A Neural Model of Adaptation in Reading EMNLP 2018
Word Mover’s Embedding: From Word2Vec to Document Embedding EMNLP 2018
Learning multiview embeddings for assessing dementia EMNLP 2018
The glass ceiling in NLP EMNLP 2018
A Challenge Set and Methods for Noun-Verb Ambiguity EMNLP 2018