Temporal & Dynamic Embeddings
December 14, 2018 ยท View on GitHub
Word Embeddings
- Dynamic Word Embeddings
- Dynamic Word Embeddings for Evolving Semantic Discovery
- Dynamic Embeddings for Language Evolution
- Diachronic Word Embeddings Reveal Statistical Laws of Semantic Change
- Learning Word Relatedness over Time
- Temporal Word Analogies: Identifying Lexical Replacement with Diachronic Word Embeddings
- Tracking the Evolution of Words with Time-reflective Text Representations
Medical Concept & Patient Embeddings
- Learning the Joint Representation of Heterogeneous Temporal Events for Clinical Endpoint Prediction
- Medical Concept Embedding with Time-Aware Attention
- Predictive Effects of Novelty Measured by Temporal Embeddings on the Growth of Scientific Literature
Computer Vision
Graphs
Topic Models
Surveys
- Diachronic word embeddings and semantic shifts: a survey
- A state-of-the-art of semantic change computation
Contact : manuyavuz@gmail.com
GitHub : https://github.com/manuyavuz