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zbmed-semtec
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word2doc2vec-doc-relevance
An approach exploring and assessing literature-based doc-2-doc recommendations using word2vec combined with doc2vec, and applying it to TREC and RELISH datasets
GNU General Public License v3.0
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Update metadata, code, documentation within the repository
#22
rohitharavinder
closed
1 month ago
0
Update metadata, code, documentation within the repository
#21
rohitharavinder
opened
1 month ago
1
⏪️ Revert latest change
#20
Two-Kay
opened
3 months ago
0
Rerun pre-annotated Hybrid Word2Doc2Vec approach
#18
Two-Kay
closed
9 months ago
2
nDCG calculation doesn't differentiate between classes
#17
Two-Kay
closed
10 months ago
1
Rerun word2doc2vec
#16
Two-Kay
closed
10 months ago
1
Add requirements.txt for gensim version
#15
Two-Kay
closed
10 months ago
0
No embedding is generated by Word2Vec model of Gensim for some of the annotated terms with a known MeSHID
#14
Soudeh-Jahanshahi
closed
10 months ago
1
Testing the reproducibility of word2doc2vec and WMD-word2vec
#13
ljgarcia
closed
11 months ago
4
Post-annotation stopwords removal
#11
Two-Kay
closed
11 months ago
1
Hyperparameter optimization (word2doc2vec)
#10
Two-Kay
closed
1 year ago
1
Adjust file format for the embeddings and update tutorial.
#9
Two-Kay
closed
2 years ago
1
Create evaluation matrix for word2doc2vec embeddings.
#8
Two-Kay
closed
2 years ago
0
Create comprehensible workflow, refer to medline-preprocessing.
#7
Two-Kay
closed
2 years ago
3
Connect word2vec pipeline to preprocessing pipeline.
#6
Two-Kay
closed
2 years ago
1
Update sample files for word2doc2vec to .npy files.
#5
Two-Kay
closed
2 years ago
1
Apply proper documentation on code.
#4
Two-Kay
closed
2 years ago
1
Apply an algorithm which generates document embeddings from word embeddings.
#3
ljgarcia
closed
1 year ago
1
Train a word2vec model from the RELISH and TREC data sets.
#2
ljgarcia
closed
1 year ago
1
Generate document embeddings for both RELISH and TREC data sets via word2doc2vec.
#1
ljgarcia
closed
2 years ago
2