ndobb
Assistant Professor of Biomedical Informatics & Data Science @ Johns Hopkins University. Formerly @uwrit, @uw-bionlp
Johns Hopkins UniversitySeattle, WA
Pinned Repositories
AdvancingSeq2Seq
Repository for EMNLP 2020 Submission "Advancing Seq2Seq Semantic Parsing with Joint Paraphrase Learning"
annotation_reconciler
bime534-lab
bime550_project3
BOLAA
clinical-trials-seq2seq-annotation
d3-lasso
A lasso plugin for d3
composure
Dynamic SQL Done Right
leaf
Leaf Clinical Data Explorer
postgis-docker
ndobb's Repositories
ndobb/clinical-trials-seq2seq-annotation
ndobb/d3-lasso
A lasso plugin for d3
ndobb/AdvancingSeq2Seq
Repository for EMNLP 2020 Submission "Advancing Seq2Seq Semantic Parsing with Joint Paraphrase Learning"
ndobb/BOLAA
ndobb/Criteria2SQL
ndobb/cse512_FP_data
ndobb/dissertation
ndobb/DT-Fixup
Optimizing Deeper Transformers on Small Datasets https://arxiv.org/abs/2012.15355
ndobb/dygiepp
Span-based system for named entity, relation, and event extraction.
ndobb/embeddings
Code for AMIA CRI 2016 paper "Learning Low-Dimensional Representations of Medical Concepts"
ndobb/GODEL
Large-scale pretrained models for goal-directed dialog
ndobb/icdpheno
ndobb/loinc2hpoAnnotation
loinc2hpo Annotation Data
ndobb/medtype
MedType: Improving Medical Entity Linking with Semantic Type Prediction
ndobb/metamaplite
A near real-time named-entity recognizer
ndobb/NER-BiLSTM-CRF-PyTorch
PyTorch implementation of BiLSTM-CRF and Bi-LSTM-CNN-CRF models for named entity recognition.
ndobb/nnfs
ndobb/PrimeKG
Precision Medicine Knowledge Graph (PrimeKG)
ndobb/pytorch_lstmcrf
Pytorch implementation of LSTM-CRF for named entity recognition
ndobb/react-text-annotate
React components for interactively highlighting parts of text.
ndobb/shallow-processing-uw
ndobb/t5-for-code-generation
Semantic Parsing with text-to-text Transformers
ndobb/t5_finetune
A simple example for finetuning HuggingFace T5 model. Includes code for intermediate generation.
ndobb/T5_nlg
Code for the medium blogpost "Data to Text generation with T5; Building a simple yet advanced NLG model"
ndobb/text-to-text-transfer-transformer
Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"
ndobb/transformers-ner
Experiment on NER task using Huggingface state-of-the-art Transformers Natural Language Models library
ndobb/transformers-rel
ndobb/umls2rdf
These python scripts connect to the Unified Medical Language System (UMLS) database and translate the ontologies into RDF/OWL files. This is part of the BioPortal project.
ndobb/US_zipcode_topojson_extractor
Creates TopoJSON files of all the zip codes in each state
ndobb/uw-bime554