most citedEfficient Few-Shot Medical Image Analysis via Hierarchical Contrastive Vision-Language Learning

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cs.CL2025★ 1 cited

Enhancing Factual Accuracy and Citation Generation in LLMs via Multi-Stage Self-Verification

Fernando Gabriela García, Qiyang Shi, Zilin Feng

This research introduces VeriFact-CoT (Verified Factual Chain-of-Thought), a novel method designed to address the pervasive issues of hallucination and the absence of credible cita…

cs.CL2024

Leveraging Large Language Models for Comparative Literature Summarization with Reflective Incremental Mechanisms

Fernando Gabriela Garcia, Spencer Burns, Harrison Fuller

In this paper, we introduce ChatCite, a novel method leveraging large language models (LLMs) for generating comparative literature summaries. The ability to summarize research pape…