Soyeong Jeong
3 papers in the PaperMetrix corpus
Papers by this author
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Ask LLMs Directly, "What shapes your bias?": Measuring Social Bias in Large Language Models
2024 · arXiv (Cornell University)
Social bias is shaped by the accumulation of social perceptions towards targets across various demographic identities. To fully understand such social bias in large language models (LLMs), it is essential to consider the composite of …
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Self-Knowledge Distillation for Learning Ambiguity
2024 · arXiv (Cornell University)
Recent language models have shown remarkable performance on natural language understanding (NLU) tasks. However, they are often sub-optimal when faced with ambiguous samples that can be interpreted in multiple ways, over-confidently predicting a single label …
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Upcycling Candidate Tokens of Large Language Models for Query Expansion
2025 · arXiv (Cornell University)
Query Expansion (QE) improves retrieval performance by enriching queries with related terms. Recently, Large Language Models (LLMs) have been used for QE, but existing methods face a trade-off: generating diverse terms boosts performance but increases …