DMIS Laboratory - Korea University
Data Mining & Information Systems Laboratory @ Korea University
Seoul, Republic of Korea (South Korea)
Pinned Repositories
bern
A neural named entity recognition and multi-type normalization tool for biomedical text mining
BERN2
BERN2: an advanced neural biomedical namedentity recognition and normalization tool
bioasq-biobert
Pre-trained Language Model for Biomedical Question Answering
biobert
Bioinformatics'2020: BioBERT: a pre-trained biomedical language representation model for biomedical text mining
biobert-pytorch
PyTorch Implementation of BioBERT
BioSyn
ACL'2020: Biomedical Entity Representations with Synonym Marginalization
GeNER
Simple Questions Generate Named Entity Recognition Datasets (EMNLP 2022)
hats
HATS: A Hierarchical Graph Attention Network for Stock Movement Prediction
KitcheNette
KitcheNette: Predicting and Recommending Food Ingredient Pairings using Siamese Neural Networks
Monet
[ICLR 2025] Monet: Mixture of Monosemantic Experts for Transformers
DMIS Laboratory - Korea University's Repositories
dmis-lab/biobert-pytorch
PyTorch Implementation of BioBERT
dmis-lab/bern
A neural named entity recognition and multi-type normalization tool for biomedical text mining
dmis-lab/BioSyn
ACL'2020: Biomedical Entity Representations with Synonym Marginalization
dmis-lab/hats
HATS: A Hierarchical Graph Attention Network for Stock Movement Prediction
dmis-lab/bioasq-biobert
Pre-trained Language Model for Biomedical Question Answering
dmis-lab/KitcheNette
KitcheNette: Predicting and Recommending Food Ingredient Pairings using Siamese Neural Networks
dmis-lab/GeNER
Simple Questions Generate Named Entity Recognition Datasets (EMNLP 2022)
dmis-lab/covidAsk
covidAsk: Answering Questions on COVID-19 in Real-Time
dmis-lab/BioLAMA
EMNLP'2021: Can Language Models be Biomedical Knowledge Bases?
dmis-lab/excord
Learn to Resolve Conversational Dependency: A Consistency Training Framework for Conversational Question Answering (Kim et al., ACL 2021)
dmis-lab/nesa
NESA: Neural Event Scheduling Assistant
dmis-lab/position-bias
EMNLP'2020: Look at the First Sentence: Position Bias in Question Answering
dmis-lab/LIQUID
LIQUID: A Framework for List Question Anwering Dataset Generation (AAAI 2023)
dmis-lab/tbinet
TBiNet: A deep neural network for predicting transcription factor binding sites using attention mechanism
dmis-lab/demographic-prediction
Predicting Multiple Demographic Attributes with Task Specific Embedding Transformation and Attention Network
dmis-lab/VAECox
ISMB 2020: Improved survival analysis by learning shared genomic information from pan-cancer data
dmis-lab/bioasq8b
Transferability of Natural Language Inference to Biomedical Question Answering
dmis-lab/ConNER
Bioinformatics'2023: Consistency Enhancement of Model Prediction on Document-level Named Entity Recognition
dmis-lab/ArkDTA
dmis-lab/SeqTagQA
Sequence Tagging for Biomedical Extractive Question Answering (Bioinformatics'2020)
dmis-lab/AdvSR
Adversarial Subword Regularization forRobust Neural Machine Translation
dmis-lab/RecipeMind
RecipeMind: Guiding Ingredient Choices from Food Pairing to Recipe Completition using Cascaded Set Transformer (Mogan Gim et al., 2022)
dmis-lab/bioner-generalization
How Do Your Biomedical Named Entity Recognition Models Generalize to Novel Entities?
dmis-lab/trnet
TRNet: A neural network model for predicting drug induced gene expression profiles
dmis-lab/bioasq9b-dmis
KU-DMIS at BioASQ 9
dmis-lab/GLIT
GLIT: A Graph Neural Network for Drug-inducedLiver Injury Prediction using Transcriptome Data
dmis-lab/arpnet
ARPNet: Antidepressant Response Prediction Network for Major Depressive Disorder
dmis-lab/SMURF
SMURF: Machine learning pipeline for discovering cancer type specific driver mutations and diagnostic markers
dmis-lab/BioRE-drugprot-kuaz
Source codes and resources of our participation at the BioCreative 7 DrugProt challenge.
dmis-lab/ICTC