Projects

Updated 6 months ago

hybrid-pre-doc2vec-doc-relevance • Science 44%

Hybrid approach combining dictionary-based NER and doc2vec

doc2doc-relevance document-embeddings document-similarity ner ontoclue phase-one python

Updated 6 months ago

wmd-word2vec • Science 57%

An approach exploring and assessing literature-based doc-2-doc recommendations using word2vec and word mover's distance and applying it to RELISH dataset.

doc2doc-relevance document-similarity ontoclue phase-one python word-embeddings word-movers-distance

Updated 6 months ago

doc2vec-doc-relevance • Science 67%

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

doc2doc-relevance document-embeddings document-similarity ontoclue phase-one python

Updated 6 months ago

word2doc2vec-doc-relevance • Science 67%

An approach exploring and assessing literature-based doc-2-doc recommendations using word2vec combined with doc2vec, and applying it to TREC and RELISH datasets

doc2doc-relevance document-embeddings document-similarity ontoclue phase-one python word-embeddings

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Open Source Science

hybrid-pre-doc2vec-doc-relevance • Science 44%

wmd-word2vec • Science 57%

doc2vec-doc-relevance • Science 67%

word2doc2vec-doc-relevance • Science 67%