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Embedding Learning

3751 directly classified papers

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Papers

Subword-level Composition Functions for Learning Word Embeddings NAACL 2018
Word Embeddings for Code-Mixed Language Processing EMNLP 2018
Firearms and Tigers are Dangerous, Kitchen Knives and Zebras are Not: Testing whether Word Embeddings Can Tell EMNLP 2018
Using Author Embeddings to Improve Tweet Stance Classification EMNLP 2018
A Deeper Look into Dependency-Based Word Embeddings NAACL 2018
Fast Query Expansion on an Accounting Corpus using Sub-Word Embeddings NAACL 2018
Deep Attributed Network Embedding IJCAI 2018
Waveform-Based Speaker Representations for Speech Synthesis INTERSPEECH 2018
Fully Automatic Speaker Separation System, with Automatic Enrolling of Recurrent Speakers INTERSPEECH 2018
Learning Acoustic Word Embeddings with Temporal Context for Query-by-Example Speech Search INTERSPEECH 2018
Exemplar-Based Spectral Detail Compensation for Voice Conversion INTERSPEECH 2018
Learning Word Embeddings: Unsupervised Methods for Fixed-size Representations of Variable-length Speech Segments INTERSPEECH 2018
Language-Dependent Melody Embeddings INTERSPEECH 2018
LinkNet: Relational Embedding for Scene Graph NIPS 2018
The Word Analogy Testing Caveat NAACL 2018
BourGAN: Generative Networks with Metric Embeddings NIPS 2018
Adapted Deep Embeddings: A Synthesis of Methods for k-Shot Inductive Transfer Learning NIPS 2018
Hyperbolic Neural Networks NIPS 2018
DELF: A Dual-Embedding based Deep Latent Factor Model for Recommendation IJCAI 2018
Speech2Vec: A Sequence-to-Sequence Framework for Learning Word Embeddings from Speech INTERSPEECH 2018
Generalized Zero-Shot Learning with Deep Calibration Network NIPS 2018
Efficient Graph-based Word Sense Induction by Distributional Inclusion Vector Embeddings NAACL 2018
ANRL: Attributed Network Representation Learning via Deep Neural Networks IJCAI 2018
Unsupervised and Efficient Vocabulary Expansion for Recurrent Neural Network Language Models in ASR INTERSPEECH 2018
Greedy Hash: Towards Fast Optimization for Accurate Hash Coding in CNN NIPS 2018