View source for Similar Philippine Supreme Court Case Decisions Retrieval System Using Doc2Vec


'''Abstract'''

Ranera, Lorenz Timothy Barco. (2019). Similar Philippine Supreme Court Case Decisions Retrieval System using Doc2Vec.

Drafting a case decision is an intensive task for lower court judges which may
be a factor in the case backlog problem of the Philippine judiciary. The search for
similar Philippine Supreme Court case decisions is a common task done manually in
the trial setting in order to support the decision of the judge. Doc2Vec, a common
document embedding technique in NLP, and cosine similarity are implemented in
order to determine semantically similar case decisions automatically. The model
shows to have an accuracy of 76% and exhibits a moderate positive association with
the similarity scores of a legal domain expert.

''Keywords:'' Document Embedding, Document Retrieval, Document Similarity, Similarity
score, Doc2Vec, Natural Language Processing, Philippine Supreme Court, Case decisions


[http://iskwiki.upd.edu.ph/flipbook/viewer/?fb=2015-09193-SPRanera View Manuscript]

[[Category:2019 Thesis]]
[[Category: UP Manila]]
[[Category:Computer Science]]
[[Category:Natural Language Processing]]
[[Category:Philippine Supreme Court]]