phase-two

An approach utilizing a word mover's distance solution to generate word embeddings from the RELISH dataset as part to explore document-to-document similarity

An approach exploring and assessing literature-based doc-2-doc recommendations using word2vec and applying it to the RELISH dataset

A collection of hybrid approaches combining Word2Vec, Doc2Vec, FastText, and ontology-based background knowledge to enhance document similarity, relevance, and recommendation.

A dictionary-based approach to NER using whatizit for text-mining

Deterministic cryptographic signing model based on episodes, audit consistency, Shamir reconstruction and secure zeroize. Phase I–III implementation with full documentation and deterministic test suite.

An approach exploring and assessing literature-based doc-2-doc recommendations using fastText and applying it to the RELISH dataset

An approach exploring and assessing literature-based doc-2-doc recommendations using doc2vec and applying it to the RELISH dataset

An approach exploring and assessing literature-based doc-2-doc recommendations using BERT embeddings, and applying it to TREC and RELISH datasets