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arXiv research

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.

168,982 papers · 148 categories

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5 results for “SpaCy”
Scrubbing Sensitive PHI Data from Medical Records made Easy by SpaCy -- A Scalable Model Implementation Comparisonscs.LG

Scrubbing PHI data from medical records is now efficient and scalable with SpaCy.

problem Efficiency and scalability of de-identification techniques for PHI data.
method Evaluated numerous deep learning techniques including SpaCy for performance and efficiency.
result SpaCy model is both well performing and extremely efficient for PHI data scrubbing.
PHI datade-identificationScalabilitySpaCydeep learning
2019-06-17abs ↗pdf ↗
Discovering Latent Causal Graphs from Spatiotemporal Datacs.LG

SPACY discovers causal graphs from spatiotemporal data using variational inference.

problem Inferring causal relationships from high-dimensional spatiotemporal data with complex correlations.
method SPACY uses variational inference to model latent time series and their causal relationships, incorporating spatial factors to aggregate correlated data.
result SPACY outperforms state-of-the-art methods on synthetic and real-world data, identifying key causal phenomena.
spatiotemporal datacausal discoveryvariational inferencespatial factorsclimate data
2024-11-08abs ↗pdf ↗
Design and implementation of an open source Greek POS Tagger and Entity Recognizer using spaCycs.CL

Greek POS Tagger and Entity Recognizer built using spaCy.

problem Developing a machine learning model for Greek language POS tagging and named entity recognition.
method Machine learning approach with spaCy platform, focusing on morphological features and token classification.
result The Greek spaCy platform improved performance in part-of-speech tagging and named entity recognition.
Greek languagespaCyPOS taggingnamed entity recognitionmachine learning
2019-12-05abs ↗pdf ↗