Conference on Semantic Annotation for the Ancient World

logo AI4AW Conference

May 20-21, 2025

University of Crete, Gallos Campus, Rethymno and Online (Zoom)

This conference will explore the contribution of semantic annotation, along with that of hybrid AI, deep learning, and knowledge graphs to ancient world studies. Semantic annotation is the process of tagging or (manually or automatically) labelling pieces of content—such as words, phrases, or objects in texts or images—with meaningful metadata to provide context and clarify meaning. Semantic annotation allows machines to process the meaning and relationships of content within a dataset, transforming raw data into structured knowledge. For example, a machine can recognize that “Athens” is a city, distinguish it from the other cities with the same name, and link it to related concepts, which improves ability to perform tasks like searching, or making inferences. By tagging concepts, entities, and relations, semantic annotation enables machines to interpret and process data more accurately, connecting data points across software, allowing for better searchability, advanced queries and further reuse via natural language processing and machine learning.

Through this conference, we hope to foster collaboration and intellectual exchange amongst digital scholars of the ancient world. According to the principles of FAIR and Linked Open Data, we strive to promote openness and accessibility in all of the workflows and methods presented at the conference.

In order to further encourage the open exchange of ideas, the conference will also include a round-table discussion. We welcome accepted participants to suggest topics to discuss.

poster AI4AW Conference

We encourage proposals on the following themes

  • Ontology-driven semantic annotation
  • Standardisation
  • Multilingual annotation practices
  • Automatic and semi-automatic annotation
  • Annotation of ancient geography
  • FAIR/LOD data
  • Semantic Web
  • NER for ancient Greek/Latin
  • RDF-based digital editions
  • Methods, tools, and platforms

CONFERENCE PROGRAM

The program is under construction. It will be annouced soon.

The program is under construction. It will be annouced soon.

Chiara Palladino (Furman Univesity)
The fragile link: Semantic Annotation and the study of the past

Abstract
Semantic annotation is one of the most powerful tools of current digital scholarship. With the raise of machine learning and increasingly customizable language models, the ability to design and evaluate semantically classified datasets has become essential to the critical understanding of complex documents from the past. Yet, the study of the ancient world challenges semantic annotation at the very foundations. This talk explores the complexities of classifying and annotating ancient spatial documents, as an example of sources that often defy modern conceptual frameworks. The uncertainty and ambiguity of ancient geographical information, the fluidity of semantic categories over time, and the problematic alignment of ancient and modern lexicon represent some of the key challenges to the creation of semantically classified data from ancient spatial corpora.
Current research gravitates towards project-specific annotations to carry the interpretation and discursive analysis of ancient documents. However, we also need some level of interoperability through disambiguation and linking to digitized lexica, indices, and gazetteers. In fact, the specificity of the digital study of antiquity lies in the very fragile nature of the links we establish: between annotations and authorities, but also between ancient categories and modern classifications. While ontologies provide a framework for semantic annotation, the lack of documented correspondence between modern and ancient categories risks leading to data loss, but also to lack of understanding of what lies outside the standard. We argue for a theory of semantic annotation that uncovers the epistemological implications of this task, embracing fragility and ambiguity, and treating special cases not as outliers, but as tools to emphasize the inconsistencies of our knowledge systems.

Margherita Fantoli (KU Leuven)
Beyond Words: Automating Contextual Understanding in Classical Texts

Abstract
Semantic annotation of ancient texts involves two key steps: identifying meaningful tokens, mostly through their linguistic features, and contextualizing them by linking to (disambiguated) dictionaries, knowledge bases, or by labelling specific roles. This process aligns with the ancient tradition of glossing and commenting on texts, a practice central to classical scholarship. While manual annotation is labour-intensive and disambiguated corpora are rare, can we automate this process to create large-scale semantically annotated resources?
The dream of enhancing textual understanding through annotation dates back to Padre Busa, whose lemmatized concordance of Thomas Aquinas’s works laid the foundation for automated linguistic annotation. Despite the evolution of AI models, the automation of annotation of classical texts remains task-dependent, with semantic annotation—requiring extralinguistic context—posing significant challenges.
This keynote explores the potential and limitations of automating semantic annotation for ancient texts. It reviews advances in Named Entity Recognition (NER) and Linking (NEL), examines how digital resources like gazetteers and encyclopedias capture context, and considers how to integrate this knowledge into Large Language Models (LLMs). By bridging linguistic annotation and semantic enrichment, this talk envisions a future where automation enhances the semantic understanding of ancient texts, while upholding the traditions of classical scholarship.

CALL FOR PAPERS

INVITATION

We invite proposals from all scholars, junior and senior, working in the topic areas of the conference.

ABSTRACT

Please submit an abstract of max. 1,000 words (bibliography excluded, free format).

REVIEW

Submissions will be reviewed via double-blind peer review through EasyChair.

PRESENTATION

Paper presentations will be 20 minutes long, with extra time for questions and discussion.

PUBLICATION

A longer version of accepted papers will be published in an edited volume after the conference. More details about the edited volume are forthcoming.

LANGUAGE

The working language of the conference is English.

CALL FOR POSTERS

INVITATION

We invite proposals from all scholars, junior and senior, describing their research questions, motivation, and preliminary results.

ABSTRACT

Please submit an abstract of max. 750 words (bibliography excluded, free format). An image of the poster may also be included.

REVIEW

Submissions will be reviewed via double-blind peer review through EasyChair.

PRESENTATION

Poster presentations will be 10 minutes long, with extra time for questions and discussion.

PUBLICATION

Accepted posters will be published in the proceedings.

LANGUAGE

The working language of the conference is English.

Make your Submission via EasyChair platform!

IMPORTANT DATES

C̶a̶l̶l̶ f̶o̶r̶ P̶a̶p̶e̶r̶s̶

November 22nd, 2024

C̶a̶l̶l̶ f̶o̶r̶ P̶a̶p̶e̶r̶s̶

November 22nd, 2024

D̶e̶a̶d̶l̶i̶n̶e̶ f̶o̶r̶ S̶u̶b̶m̶i̶s̶s̶i̶o̶n̶ o̶f̶ A̶b̶s̶t̶r̶a̶c̶t̶s̶

February 15th, 2025

D̶e̶a̶d̶l̶i̶n̶e̶ f̶o̶r̶ S̶u̶b̶m̶i̶s̶s̶i̶o̶n̶ o̶f̶ A̶b̶s̶t̶r̶a̶c̶t̶s̶

February 15th, 2025

Notification of Acceptance to Authors

March 9th, 2025

Notification of Acceptance to Authors

March 9th, 2025

Deadline for Confirmation of Participation by Accepted Authors

March 16th, 2025

Deadline for Confirmation of Participation by Accepted Authors

March 16th, 2025

Conference Dates

May 20th-21st, 2025

Conference Dates

May 20th-21st, 2025

Submission of Final Paper Version

September 25th, 2025

Submission of Final Paper Version

September 25th, 2025

Publication of Edited Volume

July 2026

Publication of Edited Volume

July 2026

Assistant Professor in Digital Humanities & Classics, TALOS-AI4SSH & Dept. of Philology (University of Crete)

Ph.D. candidate, TALOS-AI4SSH & Dept. of Philology (University of Crete)

CONFERENCE

ORGANIZERS

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