Markus Strasser

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embedding

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Natural Language Understanding of Scientific Research: Ecosystem, Datasets, Tools, Problems

whatlies embedding data visualization interactive. Also PCA, umap. Integrates nice with spacy

Natural Language Understanding of Scientific Research: Ecosystem, Datasets, Tools, Problems

embedding structural dependency?

Natural Language Understanding of Scientific Research: Ecosystem, Datasets, Tools, Problems

This repository fine-tunes BERT / RoBERTa / DistilBERT / ALBERT / XLNet with a siamese or triplet network structure to produce semantically meaningful sentence embeddings that can be used in unsupervised scenarios: Semantic textual similarity via cosine-similarity, clustering, semantic search.