ninjaX2o

Metadata correction for 2024.emnlp-main.772

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### JSON data block ```json { "anthology_id": "2024.emnlp-main.772", "abstract": "Knowledge Graphs (KGs) often suffer from incomplete knowledge, which restricts their utility. Recently, Contrastive Learning (CL) has been introduced to Knowledge...

### Anthology ID 2024.emnlp-main.772 ### Type of Change Revision ### PDF of the Revision or Erratum [acl_latex.pdf](https://github.com/user-attachments/files/18936923/acl_latex.pdf) ### Brief Description of Changes This revision corrects a typo error in the...

知识检索

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作者您好，我注意到当前的代码实现主要采用了向量检索方式，而未引入图检索机制。考虑到图结构在表达实体关系和上下文方面具有天然优势，图检索在语义推理和结构化信息扩展方面可能更具潜力。请问在设计 Graph-R1 时，出于哪些考虑未采用图检索？是否有相关的性能或复杂度权衡？另外，若希望实现图检索，在这个项目上实现可行吗?

Question About Dataset Construction Cost

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Hi, thank you for sharing your impressive work on Graph-R1! I was impressed by the reported efficiency for constructing the graph. Could you share an estimate of the total cost...