CourtPressGER: A German Court Decision to Press Release Summarization Dataset
Not on the map. Why?
Abstract (arXiv)
Official court press releases from Germany's highest courts present and explain judicial rulings to the public, as well as to expert audiences. Prior NLP efforts emphasize technical headnotes, ignoring citizen-oriented communication needs. We introduce CourtPressGER, a 6.4k dataset of triples: rulings, human-drafted press releases, and synthetic prompts for LLMs to generate comparable releases. This benchmark trains and evaluates LLMs in generating accurate, readable summaries from long judicial texts. We benchmark small and large LLMs using reference-based metrics, factual-consistency checks, LLM-as-judge, and expert ranking. Large LLMs produce high-quality drafts with minimal hierarchical performance loss; smaller models require hierarchical setups for long judgments. Initial benchmarks show varying model performance, with human-drafted releases ranking highest.
Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). Builds on 16 of its 29 references that are in the map. First posted on arXiv 10 Dec 2025.
Builds on
16 of 29 references.
References · 16
- 2019BERTScore: Evaluating Text Generation with BERTcited by 5,512
- 2019Evaluating the Factual Consistency of Abstractive Text Summarizationcited by 584
- 2020Asking and Answering Questions to Evaluate the Factual Consistency of Summariescited by 378
- 2023BooookScore: A systematic exploration of book-length summarization in the era of LLMscited by 137
- 2019BillSum: A Corpus for Automatic Summarization of US Legislationcited by 117
- 2022Multi-LexSum: Real-World Summaries of Civil Rights Lawsuits at Multiple Granularitiescited by 47
- 2022EUR-Lex-Sum: A Multi- and Cross-lingual Dataset for Long-form Summarization in the Legal Domaincited by 40
- 2024Unveiling the Secret Recipe: A Guide For Supervised Fine-Tuning Small LLMscited by 40
- 2019Plain English Summarization of Contractscited by 28
- 2022Legal Case Document Summarization: Extractive and Abstractive Methods and their Evaluationcited by 24
- 2024Applicability of Large Language Models and Generative Models for Legal Case Judgement Summarizationcited by 23
- 2024Beyond Borders: Investigating Cross-Jurisdiction Transfer in Legal Case Summarizationcited by 8
4 more
- 2024LexSumm and LexT5: Benchmarking and Modeling Legal Summarization Tasks in Englishcited by 8
- 2024Unlocking Legal Knowledge: A Multilingual Dataset for Judicial Summarization in Switzerlandcited by 7
- 2025A Comprehensive Survey on Legal Summarization: Challenges and Future Directionscited by 6
- 2025CoPERLex: Content Planning with Event-based Representations for Legal Case Summarizationcited by 4
Built on by
Citing papers per year: 2026: 1.
1 paper.