[Mova](https://md.mova.elamur.ai/free/en/) · [this page in HTML](https://mova.elamur.ai/free/en/docs/papers/aclbulk-2025-naaijer-integrated-methodology-dating-biblical-texts/)

[home](https://md.mova.elamur.ai/free/en/) / [docs](https://md.mova.elamur.ai/free/en/docs/) / [papers](https://md.mova.elamur.ai/free/en/docs/papers/) / [Ancient Hebrew](https://md.mova.elamur.ai/free/en/docs/papers/hbo/) / Towards an Integrated Methodology of Dating Biblical Texts: The Case of the Book of Jeremiah

# Towards an Integrated Methodology of Dating Biblical Texts: The Case of the Book of Jeremiah

**Authors:** [Martijn Naaijer](https://md.mova.elamur.ai/free/en/docs/papers/authors/martijn-naaijer/); Aren Wilson-Wright · **Year:** 2025 · **Venue:** Proceedings of the Second Workshop on Ancient Language Processing **Link:** [aclanthology.org/2025.alp-1.6](https://aclanthology.org/2025.alp-1.6/) · library `aclbulk-2025-naaijer-integrated-methodology-dating-biblical-texts` · **Licence:** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) (ACL Anthology)

[**0** citations](https://openalex.org/works?filter=cites:W4411113375) openalex · 2026-10-18[Proceedings of the Second Workshop on Ancient Language Processing](https://aclanthology.org/volumes/2025.alp-1/)[licence](https://creativecommons.org/licenses/by/4.0/)

- [Publisher's page](https://aclanthology.org/2025.alp-1.6/)
- [PDF](https://aclanthology.org/2025.alp-1.6.pdf)
- [DOI 10.18653/v1/2025.alp-1.6](https://doi.org/10.18653/v1/2025.alp-1.6)
- [OpenAlex](https://openalex.org/W4411113375)

**Authors (2)**

1. [Martijn Naaijer](https://openalex.org/A5044518872) [ORCID](https://orcid.org/0009-0006-3325-0614) · h 3 · 17 citations · 24 works
2. Aren Wilson-Wright

Citations and author metrics from openalex (2026-10-18); authors with the same name are not always told apart.

## What it is about

This is a project overview, not a result paper. The authors want to date the language of the Book of Jeremiah by combining redaction criticism, which splits the book into sources and layers, with linguistic dating of Biblical Hebrew, in which Classical (CBH) and Late (LBH) features are counted. They review the debate: Hurvitz's three tests for a late feature (distribution, contrast with an early equivalent, and attestation outside one text), the requirement that a whole text must show an accumulation of late features, Hornkohl's finding that Jeremiah is a mix of early and late features, and the critique of Young, Rezetko and Ehrensvärd, who hold that language alone cannot date texts. The planned method trains a masked language model on the Hebrew Bible (ETCBC data) and fine-tunes it to segment Jeremiah, with explainability required from the start. Pilot results are small: a linear classifier over a RoBERTa-style model reaches 73.4% validation accuracy, and its explanations recover a known late spelling of David. Earlier work by Naaijer used clause sequences of parts of speech.

## Ideas

- I1. Turn Hurvitz's three tests into table rows: each late feature has a distribution count, a contrast partner (the early equivalent), and an extra-biblical attestation flag. A text is scored by how many features pass all three, and the score is an explained count, not a classifier output.
- I2. Represent each clause as a sequence of part-of-speech tags and phrase functions, as in Naaijer's earlier LSTM work, and test whether a small, explainable model reproduces the Jonah and Ruth result on the same features.
- I3. Use the late spelling of David (with an extra yod, against the common spelling) as a regression test: a dating layer that does not flag it on a known LBH text is wrong.

## For Mova

I1 goes into [12. Biblical, Mishnaic and Modern Hebrew compared](https://md.mova.elamur.ai/free/en/docs/languages/hbo/12-biblical-mishnaic-modern/) (the CBH/LBH split and its tests) and into [The lexicon](https://md.mova.elamur.ai/free/en/docs/languages/hbo/10-lexicon/) for the late vocabulary. I2 is a feature set for `macula prag` rules, run on the Torah first. I3 is a test for the same tables. The paper's insistence that each dating step be explainable matches Mova's own rule: every decision says why.

## Cite

The paper itself, not this card. BibTeX from the library's record of the work. [DOI 10.18653/v1/2025.alp-1.6](https://doi.org/10.18653/v1/2025.alp-1.6)

```
@inproceedings{naaijer2025integrated,
  title = {{Towards an Integrated Methodology of Dating Biblical Texts: The Case of the Book of Jeremiah}},
  author = {Naaijer, Martijn and Wilson-Wright, Aren},
  booktitle = {Proceedings of the Second Workshop on Ancient Language Processing},
  year = {2025},
  doi = {10.18653/v1/2025.alp-1.6},
  url = {https://doi.org/10.18653/v1/2025.alp-1.6}
}
```

- [← previous Systematic Textual Availability of Manuscripts](https://md.mova.elamur.ai/free/en/docs/papers/aclbulk-2025-miller-systematic-textual-availability-manuscripts/)
- [next → Automatic Text Segmentation of Ancient and Historic Hebrew](https://md.mova.elamur.ai/free/en/docs/papers/aclbulk-2025-rosensweig-automatic-text-segmentation-ancient-historic/)
- [↑ back to Ancient Hebrew](https://md.mova.elamur.ai/free/en/docs/papers/hbo/)

## References

32 references, 1 of them with a card of ours. ↗ leads to the work, «find» searches for one we have no id for yet.

1. Firoj Alam, Shammur Absar Chowdhury, Sabri Boughorbel and Maram Hasanain. 2024. LLMs for Low Resource Languages in Multilingual, Multimodal and Dialectal Settings. In Proceedings (eds.). The Formation of the Pentateuch. Mohr Siebeck, Tübingen. of the 18th Conference of the European Chapter of the Association for Computational Linguistics: Tutorial Abstracts. 27–33. https://aclanthology.org/2024.eacl-tutorials.5. [↗](https://aclanthology.org/2024.eacl-tutorials.5/)
2. Llama team. 2024. The Llama 3 Herd of Models. [https://ai.meta.com/research/publications/the-llama-3-herd-of-models](https://ai.meta.com/research/publications/the-llama-3-herd-of-models). [↗](https://ai.meta.com/research/publications/the-llama-3-herd-of-models)
3. Samuel Cahyawijaya, Holy Lovenia and Pascale Fung. 2024. LLMs Are Few-Shot In-Context Low-Resource Language Learners. In Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers). 405–433. https://aclanthology.org/2024.naacl-long.24. [↗](https://aclanthology.org/2024.naacl-long.24/)
4. Mark Leuchter. 2021. The Historical Jeremiah. In Stulman and Silver, 2021, chapter 4. [find](https://scholar.google.com/scholar?q=Mark+Leuchter%2E+2021%2E+The+Historical+Jeremiah%2E+In+Stulman+and+Silver%2C+2021%2C+chapter+4%2E)
5. Sigmund Mowinckel. 1914. Zur Komposition des Buches Jeremia. Dybwad, Kristiania. [find](https://scholar.google.com/scholar?q=Sigmund+Mowinckel%2E+1914%2E+Zur+Komposition+des+Buches+Jeremia%2E+Dybwad%2C+Kristiania%2E)
6. Martijn Naaijer. 2020. Clause Structure Variation in Biblical Hebrew: A Quantitative Approach. PhD thesis, Vrije Universiteit Amsterdam. [https://research.vu.nl/en/publications/clause-structure-variation-in-biblical-hebrew-a-quantitative-appr](https://research.vu.nl/en/publications/clause-structure-variation-in-biblical-hebrew-a-quantitative-appr). [↗](https://research.vu.nl/en/publications/clause-structure-variation-in-biblical-hebrew-a-quantitative-appr) [our card](https://md.mova.elamur.ai/free/en/docs/papers/hbo-2020-naaijer-clause-structure-variation-biblical-hebrew/)
7. Robert Chazan, William W. Hallo, and Lawrence H. Schiffman. 1999. Ki Baruch Hu, Ancient Near Eastern, Biblical, and Judaic Studies in Honor of Baruch A. Levine. Eisenbrauns, Winona Lake. [find](https://scholar.google.com/scholar?q=Robert+Chazan%2C+William+W%2E+Hallo%2C+and+Lawrence+H%2E+Schiffman%2E+1999%2E+Ki+Baruch+Hu%2C+Ancient+Near+Eastern%2C+Biblical%2C+and+Judaic+Studies+in+Honor+of+Baruch+A%2E+Levine%2E+Eisenbrauns%2C+Winona+Lake%2E)
8. Carly L. Crouch. 2021. The Historical Contexts of the Books of Jeremiah. In Stulman and Silver, 2021, chapter 1. [find](https://scholar.google.com/scholar?q=Carly+L%2E+Crouch%2E+2021%2E+The+Historical+Contexts+of+the+Books+of+Jeremiah%2E+In+Stulman+and+Silver%2C+2021%2C+chapter+1%2E)
9. Arijit Nag, Soumen Chakrabarti, Animesh Mukherjee and Niloy Ganguly. 2024. Efficient Continual Pre-training of LLMs for Low-resource Languages. https://arxiv.org/abs/2412.10244. [↗](https://arxiv.org/abs/2412.10244)
10. Frederick H. Cryer. 1994. The Problem of Dating Biblical Hebrew and the Hebrew of Daniel. In Knud Jeppesen, Kirsten Nielsen and Bent Rosendal (eds.). In the Last Days: On Jewish and Christian Apocalyptic and Its Period. Aarhus University Press, Aarhus, 185–198. [find](https://scholar.google.com/scholar?q=Frederick+H%2E+Cryer%2E+1994%2E+The+Problem+of+Dating+Biblical+Hebrew+and+the+Hebrew+of+Daniel%2E+In+Knud+Jeppesen%2C+Kirsten+Nielsen+and+Bent+Rosendal+%28eds%2E%29%2E+In+the+Last+Days%3A+On+Jewish+and+Christian+Apocalyp)
11. Xuan-Phi Nguyen, Sharifah Mahani Aljunied, Shafiq Joty and Lidong Bing. 2023. Democratizing LLMs for Low-Resource Languages by Leveraging their English Dominant Abilities with Linguistically-Diverse Prompts. https://arxiv.org/abs/2306.11372. [↗](https://arxiv.org/abs/2306.11372)
12. Philip R. Davies. 1995. In Search of “Ancient Israel”, Sheffield Academic, Sheffield, 2 nd edition. [find](https://scholar.google.com/scholar?q=Philip+R%2E+Davies%2E+1995%2E+In+Search+of+%E2%80%9CAncient+Israel%E2%80%9D%2C+Sheffield+Academic%2C+Sheffield%2C+2+nd+edition%2E)
13. OpenAI. 2023. Gpt-4 technical report. https://arxiv.org/abs/2303.08774v6. [↗](https://arxiv.org/abs/2303.08774)
14. Bernhard Duhm. 1901. Das Buch Jeremia. Mohr, Tübingen and Leipzig. [find](https://scholar.google.com/scholar?q=Bernhard+Duhm%2E+1901%2E+Das+Buch+Jeremia%2E+Mohr%2C+T%C3%BCbingen+and+Leipzig%2E)
15. Shalom Paul. 2012. Signs of Late Biblical Hebrew in Isaiah 40–66. In Cynthia Miller-Naudé and Ziony Zevit (eds.). Diachrony in Biblical Hebrew. Eisenbrauns, Winona Lake. [find](https://scholar.google.com/scholar?q=Shalom+Paul%2E+2012%2E+Signs+of+Late+Biblical+Hebrew+in+Isaiah+40%E2%80%9366%2E+In+Cynthia+Miller%2DNaud%C3%A9+and+Ziony+Zevit+%28eds%2E%29%2E+Diachrony+in+Biblical+Hebrew%2E+Eisenbrauns%2C+Winona+Lake%2E)
16. Steven E. Fassberg. 2016. What is Late Biblical Hebrew, Zeitschrift für die Alttestamentliche Wissenschaft, 128(1). 1–15. [find](https://scholar.google.com/scholar?q=Steven+E%2E+Fassberg%2E+2016%2E+What+is+Late+Biblical+Hebrew%2C+Zeitschrift+f%C3%BCr+die+Alttestamentliche+Wissenschaft%2C+128%281%29%2E+1%E2%80%9315%2E)
17. Gary A. Rendsburg. 2012. Late Biblical Hebrew in the Book of Haggai. In Rebecca Hasselbach and Naama Pat-El (eds.). Language and Nature. Papers Presented to John Huehnergard on the Occasion of his 60th Birthday. Studies in Ancient Oriental Civilization. Number 67. The Oriental Institute of the University of Chicago, Chicago. [find](https://scholar.google.com/scholar?q=Gary+A%2E+Rendsburg%2E+2012%2E+Late+Biblical+Hebrew+in+the+Book+of+Haggai%2E+In+Rebecca+Hasselbach+and+Naama+Pat%2DEl+%28eds%2E%29%2E+Language+and+Nature%2E+Papers+Presented+to+John+Huehnergard+on+the+Occasion+of+his+60t)
18. Georg Fischer. 2005. Jeremia 1-25; Jeremia 26-52. 2 Volumes. Herders Theologischer Kommentar, Freiburg. [find](https://scholar.google.com/scholar?q=Georg+Fischer%2E+2005%2E+Jeremia+1%2D25%3B+Jeremia+26%2D52%2E+2+Volumes%2E+Herders+Theologischer+Kommentar%2C+Freiburg%2E)
19. William L. Holladay. 1986. Jeremiah 1. Commentary on the book of Jeremiah. Chapters 1–25. Hermeneia, A Critical and Historical Commentary on the Bible, Fortress Press, Philadelphia. [find](https://scholar.google.com/scholar?q=William+L%2E+Holladay%2E+1986%2E+Jeremiah+1%2E+Commentary+on+the+book+of+Jeremiah%2E+Chapters+1%E2%80%9325%2E+Hermeneia%2C+A+Critical+and+Historical+Commentary+on+the+Bible%2C+Fortress+Press%2C+Philadelphia%2E)
20. Robert Rezetko and Ian Young. 2014. Historical Linguistics & Biblical Hebrew, Steps Toward an Integrated Approach. SBL Press, Atlanta. [find](https://scholar.google.com/scholar?q=Robert+Rezetko+and+Ian+Young%2E+2014%2E+Historical+Linguistics+%26+Biblical+Hebrew%2C+Steps+Toward+an+Integrated+Approach%2E+SBL+Press%2C+Atlanta%2E)
21. Aaron Hornkohl. 2014. Ancient Hebrew Periodization and the Language of the Book of Jeremiah, The Case for a Sixth-Century Date of Composition, Brill, Leiden. [find](https://scholar.google.com/scholar?q=Aaron+Hornkohl%2E+2014%2E+Ancient+Hebrew+Periodization+and+the+Language+of+the+Book+of+Jeremiah%2C+The+Case+for+a+Sixth%2DCentury+Date+of+Composition%2C+Brill%2C+Leiden%2E)
22. Dirk Roorda. 2018. Coding the Hebrew Bible. In Research Data Journal for the Humanities and Social Sciences, Volume 3 Issue 1. 27–41. https://doi.org/10.1163/24523666-01000011. [↗](https://doi.org/10.1163/24523666-01000011)
23. Avi Hurvitz. 1974. The Date of the Prose-Tale of Job Linguistically Reconsidered. The Harvard Theological Review, 67(1). 17–34. [find](https://scholar.google.com/scholar?q=Avi+Hurvitz%2E+1974%2E+The+Date+of+the+Prose%2DTale+of+Job+Linguistically+Reconsidered%2E+The+Harvard+Theological+Review%2C+67%281%29%2E+17%E2%80%9334%2E)
24. Hermann-Josef Stipp. 2021. Two Ancient Editions of the Book of Jeremiah. In Stulman and Silver, 2021, 93–113. [find](https://scholar.google.com/scholar?q=Hermann%2DJosef+Stipp%2E+2021%2E+Two+Ancient+Editions+of+the+Book+of+Jeremiah%2E+In+Stulman+and+Silver%2C+2021%2C+93%E2%80%93113%2E)
25. Avi Hurvitz. 2014. A Concise Lexicon of Late Biblical Hebrew, Linguistic Innovations in the Writings of the Second Temple Period. Brill, Leiden. [find](https://scholar.google.com/scholar?q=Avi+Hurvitz%2E+2014%2E+A+Concise+Lexicon+of+Late+Biblical+Hebrew%2C+Linguistic+Innovations+in+the+Writings+of+the+Second+Temple+Period%2E+Brill%2C+Leiden%2E)
26. Mukund Sundararajan, M., Ankur Taly, and Qiqi Yan. 2017. Axiomatic Attribution for Deep Networks. In Proceedings of the 34 th International Conference on Machine Learning. https://dl.acm.org/doi/10.5555/3305890.3306024. [↗](https://doi.org/10.5555/3305890.3306024)
27. Jan Joosten. 2016. Diachronic Linguistics and the Date of the Pentateuch. In Jan C. Gertz, Bernard M. Levinson, Dalit Rom-Shiloni and Konrad Schmid Louis Stulman and Edward Silver. 2021. The Oxford Handbook of Jeremiah, Oxford University Press. [find](https://scholar.google.com/scholar?q=Jan+Joosten%2E+2016%2E+Diachronic+Linguistics+and+the+Date+of+the+Pentateuch%2E+In+Jan+C%2E+Gertz%2C+Bernard+M%2E+Levinson%2C+Dalit+Rom%2DShiloni+and+Konrad+Schmid+Louis+Stulman+and+Edward+Silver%2E+2021%2E+The+Oxford+Ha)
28. Eryk Wdowiak. 2021. Sicilian Translator: A Recipe for Low-Resource NMT. https://arxiv.org/abs/2110.01938. [↗](https://arxiv.org/abs/2110.01938)
29. Robert R. Wilson. 1999. Poetry and Prose in the Book of Jeremiah. In Chazan, Hallo and Schiffman (1999). 413–428. Aren M. Wilson-Wright. “BERiT.” [https://huggingface.co/gngpostalsrvc/BERiT](https://huggingface.co/gngpostalsrvc/BERiT). Aren M. Wilson-Wright. “COHeN.” https://huggingface.co/gngpostalsrvc/COHeN. [↗](https://huggingface.co/gngpostalsrvc/BERiT)
30. Ian Young. 1993. Diversity in Pre-Exilic Hebrew. Mohr, Tübingen. [find](https://scholar.google.com/scholar?q=Ian+Young%2E+1993%2E+Diversity+in+Pre%2DExilic+Hebrew%2E+Mohr%2C+T%C3%BCbingen%2E)
31. Ian Young., Robert Rezetko and Martin Ehrensvärd. 2008. Linguistic Dating of Biblical Texts, 2 Volumes, Equinox Publishing, London. [find](https://scholar.google.com/scholar?q=Ian+Young%2E%2C+Robert+Rezetko+and+Martin+Ehrensv%C3%A4rd%2E+2008%2E+Linguistic+Dating+of+Biblical+Texts%2C+2+Volumes%2C+Equinox+Publishing%2C+London%2E)
32. Haiyan Zhao, Hanjie Chen, Fan Yang, Ninghao Liu, Huiqi Deng, Hengyi Cai, Shuaiqiang Wang, Dawei Yin and Mengnan Du. 2023. Explainability for Large Language Models: A Survey. https://arxiv.org/abs/2309.01029. [↗](https://arxiv.org/abs/2309.01029)
