NARU: A Benchmark for NARrative Evolution and Cultural Nuance Understanding in Japanese Extreme Long Video
- 类型：arxiv
- 标识：2608.13210
- 链接：https://arxiv.org/abs/2608.13210
- 主分类：evaluation
- 形态：benchmark
- 被引：0
- 被引来源：Semantic Scholar + OpenAlex
- S2被引：0
- OpenAlex被引：0
- 影响力被引：0
- TLDR：NARU, a benchmark designed to evaluate Narrative evolution and Reasoning on cultural Understanding in Japanese long-form video, is introduced, a hierarchical memory-based annotation pipeline that transforms raw video into structured event, narrative, and cultural annotations, then generates questions via task-oriented synthesis and iterative shortcut removal.
- OpenAlex ID：W7203498050
- OpenAlex DOI：10.48550/arxiv.2608.13210
- DOI：10.48550/arxiv.2608.13210
- DOI来源：OpenAlex
- 开放获取：green
- 开放获取链接：https://arxiv.org/pdf/2608.13210
- OpenAlex更新：2026-08-31
- 副分类：multimodal
- 待LLM分类：否
- 标题中文：NARU：面向日语超长视频中叙事演化与文化细微理解 benchmark
- TLDR中文：介绍 NARU，一个用于评估日语长视频中叙事演进和文化理解推理能力的基准；该工作提出一种基于分层记忆的标注流水线，可将原始视频转换为结构化的事件、叙事和文化标注，并通过任务导向合成与迭代式捷径去除来生成问题。
- 来源文件：
- /inbox/tom/_candidates/2026-08-21-agent-rag-longcontext-substack-candidates.json
- /inbox/tom/_candidates/2026-08-21-agent-rag-longcontext-candidates.json
- [S2 enrich]
- [OpenAlex backfill]