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title: "Workshop on Language Technologies for Historical and Ancient"
description: "All 50 papers of Workshop on Language Technologies for Historical and Ancient Languages @ LREC 2026, the most cited first; those with…"
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# Workshop on Language Technologies for Historical and Ancient Languages @ LREC 2026: all accepted papers

50 papers · the most cited first · [← Workshop on Language Technologies for Historical and Ancient Languages @ LREC 2026](https://md.research.elamur.ai/free/en/venues/lt4hala/2026/)

1. **[A Computational Evaluation of Syllabic Hypotheses for Rongorongo: Evidence from N-gram Analysis ↗](https://aclanthology.org/2026.lt4hala-1.16/)**Evgeniya Korovina
2. **[A Dual-Modality Framework for Ancient Document Layout Analysis and Text Recognition ↗](https://aclanthology.org/2026.lt4hala-1.27/)**Qi Fan, Jieming Hu, Chen Ye
3. **[A Layered Annotation Workflow for Semitic Epigraphy](https://md.research.elamur.ai/free/en/papers/bernstein-2026-layered-annotation-workflow-semitic-epigraphy/)**Tal Bernstein, Shai Gordin, Letizia Cerqueglini*our summary*
4. **[A Multi-Modal Recognition Framework for Ancient Books Integrating DoRA-DPO Text Recognition and YOLO Layout Analysis ↗](https://aclanthology.org/2026.lt4hala-1.25/)**Chaokun Zhang, Xin Wen, Tongtong Zhou
5. **[A Multi-Stage System for Ancient Chinese OCR and Layout Understanding in the EvaHan2026 Shared Task ↗](https://aclanthology.org/2026.lt4hala-1.24/)**KeYan Liang, Meiling Liu
6. **[A New State-of-the-Art BERT Model for Judeo-Arabic ↗](https://aclanthology.org/2026.lt4hala-1.6/)**Elisha Rosensweig, Yitzchak Lindenbaum, Hillel Gershuni et al.
7. **[A Parameter-Efficient and Data-Centric Framework for Ancient Chinese Text Recognition and Layout Analysis ↗](https://aclanthology.org/2026.lt4hala-1.29/)**Yuchun Meng
8. **[Across Generations: A Comparative Analysis of NER for Latin Inscriptions from Classical Machine Learning to LLMs ↗](https://aclanthology.org/2026.lt4hala-1.11/)**Wenhui Cui, Phillip Benjamin Ströbel
9. **[AnandaSky: A Vision–Language Model for Line-Level Transcription of Historical Sinographic Documents ↗](https://aclanthology.org/2026.lt4hala-1.32/)**Colin Brisson, Ayoub Kahfy, Frédéric Constant et al.
10. **[Automatic Detection of Metaphorical Expressions in Classical Japanese Using WLSP-Enhanced BERT](https://md.research.elamur.ai/free/en/papers/zhu-2026-automatic-detection-metaphorical-expressions-classical/)**Hang Zhu, Mitoki Ohara, Rei Kikuchi et al.*our summary*
11. **[BEReshiT: an Ancient Hebrew Model based on DictaBERT](https://md.research.elamur.ai/free/en/papers/stoupak-2026-bereshit-ancient-hebrew-model-based/)**Iglika Nikolova-Stoupak, Maxime Amblard, Frédérique Rey*our summary*
12. **[Beijing Normal University at EvaHan 2026: Enhancing Ancient Chinese Character Recognition and Layout Analysis via VLM Fine-Tuning and Linguistic Post-Processing ↗](https://aclanthology.org/2026.lt4hala-1.26/)**Yihuan Yin, Qian Zhao
13. **[Building Character(s): Synthetic Data and In-Context Learning Strategies for Few-Shot Ancient Chinese Recognition ↗](https://aclanthology.org/2026.lt4hala-1.35/)**Denise Atzori, Marie Bizais-Lillig, Mathias Garnier et al.
14. **[Building a Corpus and Database for Rare and Undeciphered Scripts ↗](https://aclanthology.org/2026.lt4hala-1.17/)**Beata Megyesi, Rune Rattenborg, Benedek Láng et al.
15. **[Capturing Ancient Chinese Sense Induction with Automatic Pipelines ↗](https://aclanthology.org/2026.lt4hala-1.15/)**Guan-Yu Tseng, Chunki Lim, Chih-Han Lin et al.
16. **[Classificatio Sine Iactu – That Is, Zero-Shot NERC in Latin ↗](https://aclanthology.org/2026.lt4hala-1.46/)**Luisa Ripoll-Alberola, Fernando Nicolás-Flores, Francisco Javier Muñoz Acebes
17. **[Contemporizing 20-th Century Estonian ↗](https://aclanthology.org/2026.lt4hala-1.41/)**Heiki-Jaan Kaalep
18. **[Contextual Probing for Low-Resource Named Entity Recognition in Latin](https://md.research.elamur.ai/free/en/papers/trusca-2026-contextual-probing-low-resource-named/)**Maria Mihaela Trusca, Mark Depauw, Violet Soen et al.*our summary*
19. **[Cost-Aware Pre-Annotation Strategies for Nested NER in Historical Latin Notarial Deeds ↗](https://aclanthology.org/2026.lt4hala-1.42/)**Charlene Ellul, Vanessa Buhagiar, Claudia Borg et al.
20. **[Data-Centric Strategies for Ancient Chinese Text Recognition: Augmentation, Annotation Refinement, and Style Transfer in EvaHan 2026 ↗](https://aclanthology.org/2026.lt4hala-1.31/)**Li Chengfei, Zhang Yunjie, Li XiaoYi et al.
21. **[Domain-Aware Error Correction for Citation NER in Medieval Hebrew Responsa](https://md.research.elamur.ai/free/en/papers/liebeskind-2026-domain-aware-error-correction-citation/)**Shmuel LIebeskind, Maayan Zhitomirsky-Geffet, Binyamin Katzoff et al.*our summary*
22. **[EvaHan 2026 Ancient Books Multimodal OCR and Layout Analysis System Technical Report ↗](https://aclanthology.org/2026.lt4hala-1.28/)**Chenrui Zheng
23. **[Evaluating Hierarchical Aggregation and LLM-Based Matching for Synset Selection in Ancient Greek](https://md.research.elamur.ai/free/en/papers/villa-2026-evaluating-hierarchical-aggregation-llm-based/)**Luca Brigada Villa, Marco Passarotti, Chiara Zanchi et al.*our summary*
24. **[Extending omnes flores for the EvaLatin 2026 Dependency Parsing Tasks ↗](https://aclanthology.org/2026.lt4hala-1.47/)**Hiroshi Matsuda, Masayuki Asahara
25. **[Extracting Volcanological Knowledge from Historical Texts: A Language-Technology Pipeline for Diachronic Geovisualization ↗](https://aclanthology.org/2026.lt4hala-1.4/)**Costanza Marini, Gianluca Casagrande, Alessio Palmero Aprosio et al.
26. **[From Lemmas to Links: A Lemma Bank for Ancient Greek ↗](https://aclanthology.org/2026.lt4hala-1.10/)**Colin Swaelens, Francesco Mambrini, Marco Passarotti
27. **[From Lemmatization to Legal Terminology: Assessing an Hybrid Pipeline on Justinian's Digest](https://md.research.elamur.ai/free/en/papers/marongiu-2026-lemmatization-legal-terminology-assessing-hybrid/)**Paola Marongiu, Eva Sassolini*our summary*
28. **[From Manuscript to Model: Developing HTR for Medieval Greek ↗](https://aclanthology.org/2026.lt4hala-1.13/)**Nicklas Sindlev Andersen, Byron MacDougall, Tariq Yousef et al.
29. **[I, RE:Claudius 256: Towards Linking Classical Latin Person Mentions to a Domain-specific Knowledge Base ↗](https://aclanthology.org/2026.lt4hala-1.14/)**Marijke Beersmans, Evelien de Graaf, Julie Nijs et al.
30. **[LVLM Optimization for Ancient Chinese Book Image Analysis with Task-specific Augmentation and Instruction Tuning ↗](https://aclanthology.org/2026.lt4hala-1.30/)**Tian Xia, Yulong Liu, Yilin Wang et al.
31. **[Language Models for the Restoration of Latin Legal Manuscripts](https://md.research.elamur.ai/free/en/papers/zhang-2026-language-models-restoration-latin-legal/)**Shibingfeng Zhang, Edoardo Caraffa, Annafelicia Zuffrano et al.*our summary*
32. **[Miktub: A Manuscript Dataset of Historical Maltese for Handwritten Text Recognition ↗](https://aclanthology.org/2026.lt4hala-1.39/)**Thomas Koppens, Claudia Borg
33. **[Morphological Annotation of Old Serbian in Universal Dependencies ↗](https://aclanthology.org/2026.lt4hala-1.1/)**Vladimir Polomac, Silvie Cinkova
34. **[Multi-Task Learning Trade-offs in Vision–Language Models for Ancient Chinese OCR: An Empirical Analysis of Parameter-Efficient Adaptation ↗](https://aclanthology.org/2026.lt4hala-1.34/)**Yuhan Shu, Huizi Zhou
35. **[Multimodal Ancient Document Parsing: Technical Report for EvaHan2026 Competition ↗](https://aclanthology.org/2026.lt4hala-1.33/)**Liqi He, Qiwei Li, Ziye Yang et al.
36. **[Neural Machine Translation for Coptic-French: Strategies for Low-Resource Ancient Languages ↗](https://aclanthology.org/2026.lt4hala-1.50/)**Nasma Chaoui, Richard Khoury
37. **[OldBERTur: Named Entity Recognition for Medieval Icelandic ↗](https://aclanthology.org/2026.lt4hala-1.49/)**Pontus Henningsson, Eva Pettersson, Erik Lenas
38. **[Overview of EvaHan2026: The First International Evaluation of Ancient Chinese OCR and Layout Analysis ↗](https://aclanthology.org/2026.lt4hala-1.23/)**Dongbo Wang, Dongmei Zhu, Jieqiong Li et al.
39. **[Overview of the Dependency Parsing Task at EvaLatin 2026 ↗](https://aclanthology.org/2026.lt4hala-1.19/)**Federica Iurescia, Marco Passarotti, Rachele Sprugnoli
40. **[Overview of the Named Entity Recognition Task at EvaLatin 2026 ↗](https://aclanthology.org/2026.lt4hala-1.21/)**Valeria Irene Boano, Eleonora Litta, Matteo Romanello
41. **[POS Tagging with Generative LLMs for Historical Germanic Low-Resource Languages: An Evaluation Against Fine-Tuned BERT ↗](https://aclanthology.org/2026.lt4hala-1.12/)**Irene Miani, Gregory Darwin, Sara Stymne
42. **[Pre-Editorial Normalization for Automatically Transcribed Medieval Manuscripts in Old French and Latin ↗](https://aclanthology.org/2026.lt4hala-1.48/)**Thibault Clérice, Rachel Bawden, Anthony Glaise et al.
43. **[Smelling the Past: Investigating Historical Models for Olfactory Event Extraction ↗](https://aclanthology.org/2026.lt4hala-1.40/)**Teresa Paccosi, Marijn Koolen
44. **[THIVLVC: Retrieval Augmented Dependency Parsing for Latin](https://md.research.elamur.ai/free/en/papers/pommeret-2026-thivlvc-retrieval-augmented-dependency-parsing/)**Luc Pommeret, Thibault Wagret, Jules Deret*our summary*
45. **[The UD_Latin-PROIEL as Linked Open Data: Integrating a Latin Treebank into the LiLa Knowledge Base ↗](https://aclanthology.org/2026.lt4hala-1.36/)**Lucas Consolin Dezotti, Marco Passarotti, Federica Iurescia et al.
46. **[Tracing Morph Origins in Czech: A Computational Approach to Morph-Level Etymology ↗](https://aclanthology.org/2026.lt4hala-1.2/)**Aleš Manuel Manuel Papáček, Zdeněk Žabokrtský
47. **[Transfer Learning for Named Entity Recognition of Classical Latin through LLM Prompting ↗](https://aclanthology.org/2026.lt4hala-1.22/)**Callum Chan
48. **[Uncovering Work from Words: LLM-Based Information Extraction from Historical Petitions ↗](https://aclanthology.org/2026.lt4hala-1.3/)**Ellinor Lindqvist, Eva Pettersson, Joakim Nivre
49. **[UppsalaNLP at EvaLatin 2026: Multilingual parsing for Latin](https://md.research.elamur.ai/free/en/papers/stymne-2026-uppsalanlp-evalatin-2026-multilingual-parsing/)**Sara Stymne*our summary*
50. **[When Lexicographic Quotations Become a Corpus: To Deduplicate or Not to Deduplicate? ↗](https://aclanthology.org/2026.lt4hala-1.5/)**Manuel Favaro, Elisa Guadagnini, Eva Sassolini et al.
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