Showing 2025Show all
2 papers · 1 filter
cs.CL2025
Causal Retrieval with Semantic Consideration
Hyunseo Shin, Wonseok Hwang
Recent advancements in large language models (LLMs) have significantly enhanced the performance of conversational AI systems. To extend their capabilities to knowledge-intensive do…
cs.CV2025
Do Vision Encoders Truly Explain Object Hallucination?: Mitigating Object Hallucination via Simple Fine-Grained CLIPScore
Hongseok Oh, Wonseok Hwang
Recently, Large Vision-Language Models (LVLMs) show remarkable performance across various domains. However, these models suffer from object hallucination. In this work, we study ob…