Jinyoung Yeo
5 أوراق في مجموعة PaperMetrix
أوراق هذا المؤلف
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XINA: Explainable Instance Alignment Using Dominance Relationship
2018 · IEEE Transactions on Knowledge and Data Engineering
Over the past few years, knowledge bases (KBs) like DBPedia, Freebase, and YAGO have accumulated a massive amount of knowledge from web data. Despite their seemingly large size, however, individual KBs often lack comprehensive information …
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Evidence-Empowered Transfer Learning for Alzheimer’s Disease
2023
Transfer learning has been widely utilized to mitigate the data scarcity problem in the field of Alzheimer’s disease (AD). Conventional transfer learning relies on re-using models trained on AD-irrelevant tasks such as natural image classification. …
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Evidence-Focused Fact Summarization for Knowledge-Augmented Zero-Shot Question Answering
2024
Recent studies have investigated utilizing Knowledge Graphs (KGs) to enhance Question Answering (QA) performance of Large Language Models (LLMs), yet structured KG verbalization remains challenging.Existing methods, such as triple-form or free-form textual conversion of triple-form …
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Stop Playing the Guessing Game! Target-free User Simulation for Evaluating Conversational Recommender Systems
2024 · arXiv (Cornell University)
Recent approaches in Conversational Recommender Systems (CRSs) have tried to simulate real-world users engaging in conversations with CRSs to create more realistic testing environments that reflect the complexity of human-agent dialogue. Despite the significant advancements, …
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Fast and Fluent Diffusion Language Models via Convolutional Decoding and Rejective Fine-tuning
2025
Autoregressive (AR) language models generate text one token at a time, which limits their inference speed. Diffusion-based language models offer a promising alternative, as they can decode multiple tokens in parallel. However, we identify a …