← Core Methods
Machine Learning › Core Methods ›

Embedding Learning

3751 directly classified papers

Papers per year

Papers

Random Projections with Asymmetric Quantization NIPS 2019
Optimizing a Speaker Embedding Extractor Through Backend-Driven Regularization INTERSPEECH 2019
Phonetically-Aware Embeddings, Wide Residual Networks with Time-Delay Neural Networks and Self Attention Models for the 2018 NIST Speaker Recognition Evaluation INTERSPEECH 2019
An Effective Deep Embedding Learning Architecture for Speaker Verification INTERSPEECH 2019
Numerically Accurate Hyperbolic Embeddings Using Tiling-Based Models NIPS 2019
Combining Speaker Recognition and Metric Learning for Speaker-Dependent Representation Learning INTERSPEECH 2019
Improved Speech Separation with Time-and-Frequency Cross-Domain Joint Embedding and Clustering INTERSPEECH 2019
On the Usage of Phonetic Information for Text-Independent Speaker Embedding Extraction INTERSPEECH 2019
Deep Speaker Recognition: Modular or Monolithic? INTERSPEECH 2019
Multi-relational Poincaré Graph Embeddings NIPS 2019
Graph Pattern Entity Ranking Model for Knowledge Graph Completion NAACL 2019
Connecting Language and Knowledge with Heterogeneous Representations for Neural Relation Extraction NAACL 2019
Hyperbolic Ordinal Embedding ACML 2019
Convolutional Neural Collaborative Filtering with Stacked Embeddings ACML 2019
Cross-Lingual Word Embeddings and the Structure of the Human Bilingual Lexicon CONLL 2019
Deep Mixture of Experts via Shallow Embedding UAI 2019
STUFIIT at SemEval-2019 Task 5: Multilingual Hate Speech Detection on Twitter with MUSE and ELMo Embeddings SEMEVAL 2019
Tw-StAR at SemEval-2019 Task 5: N-gram embeddings for Hate Speech Detection in Multilingual Tweets SEMEVAL 2019
ltl.uni-due at SemEval-2019 Task 5: Simple but Effective Lexico-Semantic Features for Detecting Hate Speech in Twitter SEMEVAL 2019
Best Practices for Learning Domain-Specific Cross-Lingual Embeddings ACL 2019
One-to-X Analogical Reasoning on Word Embeddings: a Case for Diachronic Armed Conflict Prediction from News Texts ACL 2019
Grammar and Meaning: Analysing the Topology of Diachronic Word Embeddings ACL 2019
Debiasing Embeddings for Reduced Gender Bias in Text Classification ACL 2019
Derivational Morphological Relations in Word Embeddings ACL 2019
Enhancing biomedical word embeddings by retrofitting to verb clusters ACL 2019