[PDF][PDF] Machine learning for ancient languages: A survey
Ancient languages preserve the cultures and histories of the past. However, their study is
fraught with difficulties, and experts must tackle a range of challenging text-based tasks, from …
fraught with difficulties, and experts must tackle a range of challenging text-based tasks, from …
A comprehensive survey of oracle character recognition: challenges, benchmarks, and beyond
Oracle character recognition-an analysis of ancient Chinese inscriptions found on oracle
bones-has become a pivotal field intersecting archaeology, paleography, and historical …
bones-has become a pivotal field intersecting archaeology, paleography, and historical …
LLMCO4MR: LLMs-Aided Neural Combinatorial Optimization for Ancient Manuscript Restoration from Fragments with Case Studies on Dunhuang
Restoring ancient manuscripts fragments, such as those from Dunhuang, is crucial for
preserving human historical culture. However, their worldwide dispersal and the shifts in …
preserving human historical culture. However, their worldwide dispersal and the shifts in …
Reconnecting the Broken Civilization: Patchwork Integration of Fragments from Ancient Manuscripts
The rich tapestry of human history is often painstakingly pieced together from ancient
manuscripts, serving as resilient time capsules of cultural heritage, societal norms, religious …
manuscripts, serving as resilient time capsules of cultural heritage, societal norms, religious …
OBCTeacher: Resisting labeled data scarcity in oracle bone character detection by semi-supervised learning
X Wan, Z Li, D Liang, S Pan, Y Fang - Information Processing & …, 2024 - Elsevier
Oracle bone characters (OBCs) are ancient ideographs for divination and memorization, as
well as first-hand evidence of ancient Chinese culture. The detection of OBC is the premise …
well as first-hand evidence of ancient Chinese culture. The detection of OBC is the premise …
R-GNN: recurrent graph neural networks for font classification of oracle bone inscriptions
Font classification of oracle bone inscriptions serves as a crucial basis for determining the
historical period to which they belong and holds significant importance in reconstructing …
historical period to which they belong and holds significant importance in reconstructing …
The Artificial Papyrologist at Work
N Reggiani - Decoding Cultural Heritage: A Critical Dissection and …, 2024 - Springer
The chapter focuses on the recent advancements in Artificial Intelligence (AI) and Machine
Learning (ML) applications within papyrological research. These technologies have a …
Learning (ML) applications within papyrological research. These technologies have a …
Linking unknown characters via oracle bone inscriptions retrieval
Retrieving useful information from existing collections of oracle bone rubbing images plays a
pivotal role in the study of oracle bone inscription decipherment. However, current systems …
pivotal role in the study of oracle bone inscription decipherment. However, current systems …
AI for the Restoration of Ancient Inscriptions: A Computational Linguistics Perspective
This chapter addresses the challenge of restoring ancient inscriptions using Artificial
Intelligence (AI) and highlights the crucial role played by the collaboration between …
Intelligence (AI) and highlights the crucial role played by the collaboration between …
Deciphering Oracle Bone Language with Diffusion Models
Originating from China's Shang Dynasty approximately 3,000 years ago, the Oracle Bone
Script (OBS) is a cornerstone in the annals of linguistic history, predating many established …
Script (OBS) is a cornerstone in the annals of linguistic history, predating many established …