---
id: 20261025-T0-13
title: "Lighthouse：面向民权档案历史研究的可信数字助手"
title_en: "Lighthouse: A Trustworthy Digital Assistant for Civil Rights Archive Research"
url: https://ai.daily.yangsir.net/daily/20261025-T0-13
issue_date: 2026-10-25
publish_date: 2026-10-24T04:00:00.000Z
category: research
source_name: "arXiv cs.CL (NLP)"
source_url: https://arxiv.org/abs/2610.30158
---

# Lighthouse：面向民权档案历史研究的可信数字助手

研究团队推出数字助手Lighthouse，用于借助文本、图像、音频等多模态数据研究民权历史档案，据称是该方向首个此类系统。其设计重点在于“可信”：让用户在检索与解读档案时能追溯来源、判断内容可靠性。具体模型细节与评测数据在摘要中未披露。实际影响是：历史学者和档案馆可用它跨模态检索民权档案，而不必依赖单一文本搜索。

## English Version

**Lighthouse: A Trustworthy Digital Assistant for Civil Rights Archive Research**

Researchers introduce Lighthouse, a digital assistant for exploring civil rights archives through multimodal data including text, images, and audio. The team describes it as the first such system for this domain. Its focus is trustworthiness: users can trace sources and assess reliability when retrieving and interpreting archival material. Model details and evaluation results are not disclosed in the abstract. Historians and archives could use it to search civil rights collections across modalities rather than relying on text-only search.

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**来源**：[arXiv cs.CL (NLP)](https://arxiv.org/abs/2610.30158)

**详情页**：https://ai.daily.yangsir.net/daily/20261025-T0-13

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