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pj0616's Projects

twittertweetsanalyzr icon twittertweetsanalyzr

An application built using several AWS technologies to provide analysis and insight from tweets. Sentiment and Entities are extracted from tweets using Comprehend and graphed into Neptune for better visualization and persistence.

umls-medline-distant-re icon umls-medline-distant-re

Distantly supervised BERT for bag-level multiple instance learning with UMLS KB and MEDLINE texts (BioNLP 2020).

veritas-nlp icon veritas-nlp

A simple REST-server around ctakes clinical pipeline.

wikiumls icon wikiumls

Resources for WikiUMLS: Aligning UMLS to Wikipedia via Cross-lingual Neural Ranking

zero-shot-entity-linking-1 icon zero-shot-entity-linking-1

Zero-shot Entity Linking with blitz start in 3 minutes. Hard negative mining and encoder for all entities are also included in this implementation.

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