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A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

169,051 papers · 148 categories

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1 result for “MeSH-gram”
The MeSH-gram Neural Network Model: Extending Word Embedding Vectors with MeSH Concepts for UMLS Semantic Similarity and Relatedness in the Biomedical Domaincs.CL

A new neural network model extends word embedding vectors with MeSH concepts for biomedical semantic similarity.

problem Eliciting semantic similarity between biomedical concepts remains challenging.
method Proposes a MeSH-gram neural network model that extends skip-gram by using MeSH descriptors.
result MeSH-gram outperforms skip-gram and is comparable to best methods but requires more computation and external resources.
semantic similarityMeSH-gramneural networkbiomedical domainword embedding
2018-11-28abs ↗pdf ↗