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SeungWoo Song

3 accepted papers

2025

Unified Automated Essay Scoring and Grammatical Error Correction

NAACL 2025findings

This study explores the integration of automated writing evaluation (AWE) and grammatical error correction (GEC) through multitask learning, demonstrating how combining these distinct tasks can enhance performance in both areas. By leveraging a shared learning framework, we show that models trained…

Cited by 1SourcePDFScholar
2024

BOK-VQA: Bilingual outside Knowledge-Based Visual Question Answering via Graph Representation Pretraining

AAAI 2024technical

The current research direction in generative models, such as the recently developed GPT4, aims to find relevant knowledge information for multimodal and multilingual inputs to provide answers. Under these research circumstances, the demand for multilingual evaluation of visual question answering (VQ…

Cited by 5SourcePDFScholar
2024

X-LLaVA: Optimizing Bilingual Large Vision-Language Alignment

NAACL 2024findings

The impressive development of large language models (LLMs) is expanding into the realm of large multimodal models (LMMs), which incorporate multiple types of data beyond text. However, the nature of multimodal models leads to significant expenses in the creation of training data. Furthermore, constr…