← Core Methods
Machine Learning › Core Methods ›

Embedding Learning

3751 directly classified papers

Papers per year

Papers

Game Theory Meets Embeddings: a Unified Framework for Word Sense Disambiguation EMNLP 2019
TransNFCM: Translation-Based Neural Fashion Compatibility Modeling AAAI 2019
On Completing Sparse Knowledge Base with Transitive Relation Embedding AAAI 2019
Antonym-Synonym Classification Based on New Sub-Space Embeddings AAAI 2019
What Should I Learn First: Introducing LectureBank for NLP Education and Prerequisite Chain Learning AAAI 2019
ATP: Directed Graph Embedding with Asymmetric Transitivity Preservation AAAI 2019
Learning to Transfer Relational Representations through Analogy AAAI 2019
Similarity Preserving Deep Asymmetric Quantization for Image Retrieval AAAI 2019
An Open-World Extension to Knowledge Graph Completion Models AAAI 2019
Hyperbolic Heterogeneous Information Network Embedding AAAI 2019
Type Sequence Preserving Heterogeneous Information Network Embedding AAAI 2019
Strong and Simple Baselines for Multimodal Utterance Embeddings NAACL 2019
Relation Embedding with Dihedral Group in Knowledge Graph ACL 2019
Improving Low-Resource Cross-lingual Document Retrieval by Reranking with Deep Bilingual Representations ACL 2019
Margin-based Parallel Corpus Mining with Multilingual Sentence Embeddings ACL 2019
ArbEngVec : Arabic-English Cross-Lingual Word Embedding Model ACL 2019
A Dynamic Speaker Model for Conversational Interactions NAACL 2019
Additive Compositionality of Word Vectors EMNLP 2019
Learning to Generate Word- and Phrase-Embeddings for Efficient Phrase-Based Neural Machine Translation EMNLP 2019
Writing habits and telltale neighbors: analyzing clinical concept usage patterns with sublanguage embeddings EMNLP 2019
BioReddit: Word Embeddings for User-Generated Biomedical NLP EMNLP 2019
Comparing the Intrinsic Performance of Clinical Concept Embeddings by Their Field of Medicine EMNLP 2019
When Specialization Helps: Using Pooled Contextualized Embeddings to Detect Chemical and Biomedical Entities in Spanish EMNLP 2019
Visualizing Trends of Key Roles in News Articles EMNLP 2019
Multilingual, Multi-scale and Multi-layer Visualization of Intermediate Representations EMNLP 2019