arXiv cs.CL· Jirameth Wannasiwaporn, Pawitsapak Akarajaradwong, Chompakorn Chaksangchaichot·· 11 小时前AI 评分22
ICJ-Graph：国际法院引文图谱与分层文档语料库
ICJ-Graph: A Citation Graph and a Layered Document Corpus of the International Court of Justice
AI 导读
ICJ-Graph 是连接国际法院（ICJ）文书与所引案件、法律条款及联合国决议的机器可读资源，含 6,396 份 ICJ 文书、505 份其他法院及法律机构文书、12,375 条条款和 20,291 项联合国决议。
正文 · 原文
Abstract:We present ICJ-Graph, a machine-readable resource connecting documents of the International Court of Justice (ICJ) to cited cases, legal provisions and United Nations resolutions. Court decisions, written pleadings and oral records form distinct document layers, preserving the distinction between the Court's reasoning and the parties' submissions. The collection contains 6,396 ICJ documents and 505 documents from other courts and legal bodies, together with 12,375 provisions and 20,291 UN resolutions. The data files contain text, metadata and embeddings. The accompanying pipeline lets users load the graph and generate embeddings for use in their own retrieval systems. To illustrate the resource's use, we evaluate five models on citation prediction for 199 decisions using documents available before each decision. Tools designed for citation research improve citation-prediction F1 over answering without tools for all five models across case, provision and resolution citations.
| Subjects: | Computation and Language (cs.CL) |
| Cite as: | arXiv:2611.02630 [cs.CL] |
| (or arXiv:2611.02630v1 [cs.CL] for this version) | |
| https://doi.org/10.48550/arXiv.2611.02630 arXiv-issued DOI via DataCite (pending registration) |
Submission history
From: Chompakorn Chaksangchaichot [view email]
[v1]
Mon, 2 Nov 2026 06:55:17 UTC (1,656 KB)
来源：arXiv cs.CL · arxiv.org