Joonho Lim
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View article: KULTURE Bench: A Benchmark for Assessing Language Model in Korean Cultural Context
KULTURE Bench: A Benchmark for Assessing Language Model in Korean Cultural Context Open
Large language models have exhibited significant enhancements in performance across various tasks. However, the complexity of their evaluation increases as these models generate more fluent and coherent content. Current multilingual benchm…
View article: Named entity recognition using transfer learning and small human‐ and meta‐pseudo‐labeled datasets
Named entity recognition using transfer learning and small human‐ and meta‐pseudo‐labeled datasets Open
We introduce a high‐performance named entity recognition (NER) model for written and spoken language. To overcome challenges related to labeled data scarcity and domain shifts, we use transfer learning to leverage our previously developed …
View article: Advancing Pet Biometric Identification: A State-of-the-Art Unified Framework for Dogs and Cats
Advancing Pet Biometric Identification: A State-of-the-Art Unified Framework for Dogs and Cats Open
The growing integration of companion animals, such as dogs and cats, into households and society, alongside increasing policies and laws for pet management, necessitates reliable identification systems. Traditional methods, such as collars…
View article: Simple and effective neural coreference resolution for Korean language
Simple and effective neural coreference resolution for Korean language Open
We propose an end‐to‐end neural coreference resolution for the Korean language that uses an attention mechanism to point to the same entity. Because Korean is a head‐final language, we focused on a method that uses a pointer network based …
View article: Neuroma of the Dorsal Rami in the Back and Its Surgical Treatment: A Case Report
Neuroma of the Dorsal Rami in the Back and Its Surgical Treatment: A Case Report Open
A neuroma is a benign tumor caused by irregular or disorganized regeneration of nerve tissue after nerve injury. It sometimes causes severe symptoms and thus deteriorates the quality of life. There are few reports of truncal neuromas and i…
View article: Flap reconstruction of soft tissue defect after resecting a huge hemangioma of the nose
Flap reconstruction of soft tissue defect after resecting a huge hemangioma of the nose Open
Hemangioma is a benign vascular tumor that grows by endothelial cell hyperplasia. It occurs most frequently in the head and neck region. Nose reconstruction is tricky because of its unique threedimensional structure and different tissue co…
View article: Oncologic outcomes after immediate breast reconstruction following mastectomy: Comparison of implant and flap using propensity score matching
Oncologic outcomes after immediate breast reconstruction following mastectomy: Comparison of implant and flap using propensity score matching Open
Background Although immediate breast reconstruction has been reported to be oncologically safe, no affirmative study comparing the two reconstruction methods exists. We investigated breast cancer recurrence rates in two breast reconstructi…
View article: Fast End-to-end Coreference Resolution for Korean
Fast End-to-end Coreference Resolution for Korean Open
Recently, end-to-end neural network-based approaches have shown significant improvements over traditional pipeline-based models in English coreference resolution. However, such advancements came at a cost of computational complexity and re…
View article: A Case of Multifocal Primary Cutaneous Anaplastic Large Cell Lymphoma Managed without Surgical Treatment
A Case of Multifocal Primary Cutaneous Anaplastic Large Cell Lymphoma Managed without Surgical Treatment Open
Primary cutaneous anaplastic large cell lymphoma (C-ALCL) is rare among skin malignancies. C-ALCL usually manifests as reddish or violet nodules. Surgical excision or radiation therapy is generally considered as first-line therapy, but a c…
View article: Oncologic outcomes after immediate breast reconstruction following mastectomy: Comparison of implant and flap using propensity score matching
Oncologic outcomes after immediate breast reconstruction following mastectomy: Comparison of implant and flap using propensity score matching Open
Background Although immediate breast reconstruction has been reported to be oncologically safe, no affirmative study comparing the two reconstruction methods exists. We investigated breast cancer recurrence rates in two breast reconstructi…
View article: Portable Ultrasonic Surgery System for Chronic Wounds: A Multicenter Randomized Controlled Clinical Trial and <i>In Vitro</i> Characterization
Portable Ultrasonic Surgery System for Chronic Wounds: A Multicenter Randomized Controlled Clinical Trial and <i>In Vitro</i> Characterization Open
Background Debridement is a crucial process in wound care. Low-frequency ultrasound debridement is a relatively painless modality that eliminates necrotic tissue, decreases bacterial counts, and minimizes blood loss. ULSC-12D is a lightwei…
View article: QE BERT: Bilingual BERT Using Multi-task Learning for Neural Quality Estimation
QE BERT: Bilingual BERT Using Multi-task Learning for Neural Quality Estimation Open
For translation quality estimation at word and sentence levels, this paper presents a novel approach based on BERT that recently has achieved impressive results on various natural language processing tasks. Our proposed model is re-purpose…
View article: Classifying Biomedical Literature Providing Protein Function Evidence
Classifying Biomedical Literature Providing Protein Function Evidence Open
Because protein is a primary element responsible for biological or biochemical roles in living bodies, protein function is the core and basis information for biomedical studies. However, recent advances in bio technologies have created an …