---
title: "Workshop on Machine Learning for Ancient Languages 2024 —"
description: "All 26 papers of Workshop on Machine Learning for Ancient Languages 2024, the most cited first; those with our summary link to it."
canonical: "https://research.elamur.ai/free/en/venues/ml4al/2024/papers/"
---
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# Workshop on Machine Learning for Ancient Languages 2024: all accepted papers

26 papers · the most cited first · [← Workshop on Machine Learning for Ancient Languages 2024](https://md.research.elamur.ai/free/en/venues/ml4al/2024/)

1. **[UFCNet: Unsupervised Network based on Fourier transform and Convolutional attention for Oracle Character Recognition ↗](https://aclanthology.org/2024.ml4al-1.11/)**Yanan Zhou, Guoqi Liu, Yiping Yang et al.*6 citations*
2. **[Deep Learning Meets Egyptology: a Hieroglyphic Transformer for Translating Ancient Egyptian ↗](https://aclanthology.org/2024.ml4al-1.9/)**Mattia De Cao, Nicola De Cao, Angelo Colonna et al.*5 citations*
3. **[Ancient Wisdom, Modern Tools: Exploring Retrieval-Augmented LLMs for Ancient Indian Philosophy ↗](https://aclanthology.org/2024.ml4al-1.23/)**Priyanka Mandikal*3 citations*
4. **[Coarse-to-Fine Generative Model for Oracle Bone Inscriptions Inpainting ↗](https://aclanthology.org/2024.ml4al-1.12/)**Shibin Wang, Wenjie Guo, Yubo Xu et al.*3 citations*
5. **[CuReD: Deep Learning Optical Character Recognition for Cuneiform Text Editions and Legacy Materials ↗](https://aclanthology.org/2024.ml4al-1.14/)**Shai Gordin, Morris Alper, Avital Romach et al.*3 citations*
6. **[Lacuna Language Learning: Leveraging RNNs for Ranked Text Completion in Digitized Coptic Manuscripts ↗](https://aclanthology.org/2024.ml4al-1.8/)**Lauren Levine, Cindy Li, Lydia Bremer-McCollum et al.*2 citations*
7. **[“Gotta catch `em all!”: Retrieving people in Ancient Greek texts combining transformer models and domain knowledge ↗](https://aclanthology.org/2024.ml4al-1.16/)**Marijke Beersmans, Alek Keersmaekers, Evelien de Graaf et al.*2 citations*
8. **[A deep learning pipeline for the palaeographical dating of ancient Greek papyrus fragments ↗](https://aclanthology.org/2024.ml4al-1.18/)**Graham West, Matthew I. Swindall, James H. Brusuelas et al.*1 citation*
9. **[Adapting transformer models to morphological tagging of two highly inflectional languages: a case study on Ancient Greek and Latin ↗](https://aclanthology.org/2024.ml4al-1.17/)**Alek Keersmaekers, Wouter Mercelis*1 citation*
10. **[Challenging Error Correction in Recognised Byzantine Greek ↗](https://aclanthology.org/2024.ml4al-1.1/)**John Pavlopoulos, Vasiliki Kougia, Esteban Garces Arias et al.*1 citation*
11. **[Exploring intertextuality across the Homeric poems through language models ↗](https://aclanthology.org/2024.ml4al-1.25/)**Maria Konstantinidou, John Pavlopoulos, Elton Barker*1 citation*
12. **[Leveraging Part-of-Speech Tagging for Enhanced Stylometry of Latin Literature ↗](https://aclanthology.org/2024.ml4al-1.24/)**Sarah Li Chen, Patrick J. Burns, Thomas J. Bolt et al.*1 citation*
13. **[Long Unit Word Tokenization and Bunsetsu Segmentation of Historical Japanese ↗](https://aclanthology.org/2024.ml4al-1.6/)**Hiroaki Ozaki, Kanako Komiya, Masayuki Asahara et al.*1 citation*
14. **[MsBERT: A New Model for the Reconstruction of Lacunae in Hebrew Manuscripts](https://md.research.elamur.ai/free/en/papers/shmidman-2024-msbert-new-model-reconstruction-lacunae/)**Avi Shmidman, Ometz Shmidman, Hillel Gershuni et al.*1 citation · our summary*
15. **[SumTablets: A Transliteration Dataset of Sumerian Tablets ↗](https://aclanthology.org/2024.ml4al-1.20/)**Cole Simmons, Richard Diehl Martinez, Dan Jurafsky*1 citation*
16. **[A new machine-actionable corpus for ancient text restoration ↗](https://aclanthology.org/2024.ml4al-1.7/)**Will Fitzgerald, Justin Barney
17. **[Classification of Paleographic Artifacts at Scale: Mitigating Confounds and Distribution Shift in Cuneiform Tablet Dating ↗](https://aclanthology.org/2024.ml4al-1.4/)**Danlu Chen, Jiahe Tian, Yufei Weng et al.
18. **[Classifier identification in Ancient Egyptian as a low-resource sequence-labelling task ↗](https://aclanthology.org/2024.ml4al-1.5/)**Dmitry Nikolaev, Jorke Grotenhuis, Haleli Harel et al.
19. **[Detecting Narrative Patterns in Biblical Hebrew and Greek](https://md.research.elamur.ai/free/en/papers/mcgovern-2024-detecting-narrative-patterns-biblical-hebrew/)**Hope McGovern, Hale Sirin, Tom Lippincott et al.*our summary*
20. **[Latin Treebanks in Review: An Evaluation of Morphological Tagging Across Time ↗](https://aclanthology.org/2024.ml4al-1.21/)**Marisa Hudspeth, Brendan O'Connor, Laure Thompson
21. **[Neural Lemmatization and POS-tagging models for Coptic, Demotic and Earlier Egyptian ↗](https://aclanthology.org/2024.ml4al-1.10/)**Aleksi Sahala, Eliese-Sophia Lincke
22. **[Predicate Sense Disambiguation for UMR Annotation of Latin: Challenges and Insights ↗](https://aclanthology.org/2024.ml4al-1.3/)**Federica Gamba
23. **[Restoring Mycenaean Linear B `A&B' series tablets using supervised and transfer learning ↗](https://aclanthology.org/2024.ml4al-1.13/)**Katerina Papavassileiou, Dimitrios Kosmopoulos
24. **[The Metronome Approach to Sanskrit Meter: Analysis for the Rigveda ↗](https://aclanthology.org/2024.ml4al-1.22/)**Yuzuki Tsukagoshi, Ikki Ohmukai
25. **[Towards Context-aware Normalization of Variant Characters in Classical Chinese Using Parallel Editions and BERT ↗](https://aclanthology.org/2024.ml4al-1.15/)**Florian Kessler
26. **[UD-ETCSUX: Toward a Better Understanding of Sumerian Syntax ↗](https://aclanthology.org/2024.ml4al-1.19/)**Kenan Jiang, Adam Anderson
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