📰 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

1. UFCNet: Unsupervised Network based on Fourier transform and Convolutional attention for Oracle Character Recognition ↗Yanan Zhou, Guoqi Liu, Yiping Yang et al.6 citations
2. Deep Learning Meets Egyptology: a Hieroglyphic Transformer for Translating Ancient Egyptian ↗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 ↗Priyanka Mandikal3 citations
4. Coarse-to-Fine Generative Model for Oracle Bone Inscriptions Inpainting ↗Shibin Wang, Wenjie Guo, Yubo Xu et al.3 citations
5. CuReD: Deep Learning Optical Character Recognition for Cuneiform Text Editions and Legacy Materials ↗Shai Gordin, Morris Alper, Avital Romach et al.3 citations
6. Lacuna Language Learning: Leveraging RNNs for Ranked Text Completion in Digitized Coptic Manuscripts ↗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 ↗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 ↗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 ↗Alek Keersmaekers, Wouter Mercelis1 citation
10. Challenging Error Correction in Recognised Byzantine Greek ↗John Pavlopoulos, Vasiliki Kougia, Esteban Garces Arias et al.1 citation
11. Exploring intertextuality across the Homeric poems through language models ↗Maria Konstantinidou, John Pavlopoulos, Elton Barker1 citation
12. Leveraging Part-of-Speech Tagging for Enhanced Stylometry of Latin Literature ↗Sarah Li Chen, Patrick J. Burns, Thomas J. Bolt et al.1 citation
13. Long Unit Word Tokenization and Bunsetsu Segmentation of Historical Japanese ↗Hiroaki Ozaki, Kanako Komiya, Masayuki Asahara et al.1 citation
14. MsBERT: A New Model for the Reconstruction of Lacunae in Hebrew ManuscriptsAvi Shmidman, Ometz Shmidman, Hillel Gershuni et al.1 citation · our summary
15. SumTablets: A Transliteration Dataset of Sumerian Tablets ↗Cole Simmons, Richard Diehl Martinez, Dan Jurafsky1 citation
16. A new machine-actionable corpus for ancient text restoration ↗Will Fitzgerald, Justin Barney
17. Classification of Paleographic Artifacts at Scale: Mitigating Confounds and Distribution Shift in Cuneiform Tablet Dating ↗Danlu Chen, Jiahe Tian, Yufei Weng et al.
18. Classifier identification in Ancient Egyptian as a low-resource sequence-labelling task ↗Dmitry Nikolaev, Jorke Grotenhuis, Haleli Harel et al.
19. Detecting Narrative Patterns in Biblical Hebrew and GreekHope McGovern, Hale Sirin, Tom Lippincott et al.our summary
20. Latin Treebanks in Review: An Evaluation of Morphological Tagging Across Time ↗Marisa Hudspeth, Brendan O'Connor, Laure Thompson
21. Neural Lemmatization and POS-tagging models for Coptic, Demotic and Earlier Egyptian ↗Aleksi Sahala, Eliese-Sophia Lincke
22. Predicate Sense Disambiguation for UMR Annotation of Latin: Challenges and Insights ↗Federica Gamba
23. Restoring Mycenaean Linear B `A&B' series tablets using supervised and transfer learning ↗Katerina Papavassileiou, Dimitrios Kosmopoulos
24. The Metronome Approach to Sanskrit Meter: Analysis for the Rigveda ↗Yuzuki Tsukagoshi, Ikki Ohmukai
25. Towards Context-aware Normalization of Variant Characters in Classical Chinese Using Parallel Editions and BERT ↗Florian Kessler
26. UD-ETCSUX: Toward a Better Understanding of Sumerian Syntax ↗Kenan Jiang, Adam Anderson

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