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Workshop on Machine Learning for Ancient Languages 2024 — accepted papers

Workshop on Machine Learning for Ancient Languages 2024 is the 2024 edition of the Workshop on Machine Learning for Ancient Languages, held in Hybrid in Bangkok, Thailand and online, August 2024 (publisher: Association for Computational Linguistics). The ACL Anthology lists 26 papers of it; our library holds 2 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

📍 Hybrid in Bangkok, Thailand and online · 🗓 August 2024

 26papers in the proceedings 2works in our library 7citations of these works

Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

  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

All accepted papers (26)

The most cited first; 2 with our summary link to their page here, the others to the original.

  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

See all 26 papers in Workshop on Machine Learning for Ancient Languages 2024 — accepted papers →

 Papers with our summary in our library (2)

The most cited first (OpenAlex citations plus our library's).

  1. MsBERT: A New Model for the Reconstruction of Lacunae in Hebrew ManuscriptsAvi Shmidman, Ometz Shmidman, Hillel Gershuni, et al.2024 · 4 citations
  2. Detecting Narrative Patterns in Biblical Hebrew and GreekHope McGovern, Hale Sirin, Tom Lippincott, et al.2024 · 3 citations

 Top topics

Topics of its works in our library, with the number of works on each.

Hebrew & Aramaic (2)Semitic languages (2)Biblical Hebrew (2)

 Fields

Arts and Humanities (2)Computer Science (2)

 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🧑‍🔬Avi Shmidman1 work here · 4 citations🧑‍🔬Hillel Gershuni1 work here · 4 citations🧑‍🔬Moshe Koppel1 work here · 4 citations🧑‍🔬Andrew Caines1 work here · 3 citations🧑‍🔬Hale Sirin1 work here · 3 citations🧑‍🔬Tom Lippincott1 work here · 3 citations

 Top institutions

Institutions on the bylines of its works here, by the number of works.

🎓Johns Hopkins UniversityBaltimore · United States1 work here🎓University of CambridgeCambridge · United Kingdom1 work here

Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library.

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