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DMIS Laboratory - Korea University's Projects

advsr icon advsr

Adversarial Subword Regularization forRobust Neural Machine Translation

arpnet icon arpnet

ARPNet: Antidepressant Response Prediction Network for Major Depressive Disorder

bern icon bern

A neural named entity recognition and multi-type normalization tool for biomedical text mining

bern2 icon bern2

BERN2: an advanced neural biomedical namedentity recognition and normalization tool

bioasq8b icon bioasq8b

Transferability of Natural Language Inference to Biomedical Question Answering

biobert icon biobert

Bioinformatics'2020: BioBERT: a pre-trained biomedical language representation model for biomedical text mining

biolama icon biolama

EMNLP'2021: Can Language Models be Biomedical Knowledge Bases?

biore-drugprot-kuaz icon biore-drugprot-kuaz

Source codes and resources of our participation at the BioCreative 7 DrugProt challenge.

biosyn icon biosyn

ACL'2020: Biomedical Entity Representations with Synonym Marginalization

compact icon compact

CompAct: Compressing Retrieved Documents Actively for Question Answering

conner icon conner

Bioinformatics'2023: Consistency Enhancement of Model Prediction on Document-level Named Entity Recognition

cookingsense icon cookingsense

CookingSense: A Culinary Knowledgebase with Multidisciplinary Assertions (LREC-COLING 2024)

covidask icon covidask

covidAsk: Answering Questions on COVID-19 in Real-Time

demographic-prediction icon demographic-prediction

Predicting Multiple Demographic Attributes with Task Specific Embedding Transformation and Attention Network

excord icon excord

Learn to Resolve Conversational Dependency: A Consistency Training Framework for Conversational Question Answering (Kim et al., ACL 2021)

gener icon gener

Simple Questions Generate Named Entity Recognition Datasets (EMNLP 2022)

glit icon glit

GLIT: A Graph Neural Network for Drug-inducedLiver Injury Prediction using Transcriptome Data

hats icon hats

HATS: A Hierarchical Graph Attention Network for Stock Movement Prediction

kazu-ner-module icon kazu-ner-module

EMNLP 2022: Biomedical NER for the Enterprise with Distillated BERN2 and the Kazu Framework

kitchenette icon kitchenette

KitcheNette: Predicting and Recommending Food Ingredient Pairings using Siamese Neural Networks

kitchenscale icon kitchenscale

KitchenScale: Learning Food Numeracy from Recipes through Context-Aware Ingredient Quantity Prediction

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