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Madhavi Perera

3 papers hereh-index 5212 citations6 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • last author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CL2
  • cs.IR1

identity via Semantic Scholar / OpenAlex

most citedSynergistic Union of Word2Vec and Lexicon for Domain Specific Semantic Similarity

37 citations · 55 across the 3 of their papers we have counts for

collaborators

3 papers

cs.IR2018

Legal Document Retrieval using Document Vector Embeddings and Deep Learning

Keet Sugathadasa, Buddhi Ayesha, Nisansa de Silva +4

Domain specific information retrieval process has been a prominent and ongoing research in the field of natural language processing. Many researchers have incorporated different te…

cs.CL2017★ 18 cited

Semi-Supervised Instance Population of an Ontology using Word Vector Embeddings

Vindula Jayawardana, Dimuthu Lakmal, Nisansa de Silva +4

In many modern day systems such as information extraction and knowledge management agents, ontologies play a vital role in maintaining the concept hierarchies of the selected domai…

cs.CL2017★ 37 cited

Synergistic Union of Word2Vec and Lexicon for Domain Specific Semantic Similarity

Keet Sugathadasa, Buddhi Ayesha, Nisansa de Silva +4

Semantic similarity measures are an important part in Natural Language Processing tasks. However Semantic similarity measures built for general use do not perform well within speci…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.