AI4LAC2024 Workshop
Utilizing AI/ML to Enhance Information Extraction, Organization, and Retrieval from Large-scale Archival Collections
Hong Kong, China
Dec 20, 2024 (Hybrid), 2:30 pm – 6:00 pm
This half-day workshop will be hosted in a hybrid format (in-person in Hong Kong and onine with Zoom simultaneously). It consists of keynote, oral presentations, and poster session. The keynote will deliver topics, covering broad interests in the latest techniques, practical applications, challenges, future directions of AI/ML in archival collections. This workshop will release Open Calls to attract worldwide submissions on related topics and a review committee will be formed to select high-quality papers for oral presentations. This workshop will feature a poster session to identify research frontiers and emerging topics in this venue and create an interactive forum to engage panel members with audiences.
The workshop will be held from 2:30 pm – 6:00 pm on Dec 20th, 2024 (Hong Kong Time), and specific activities include two paper sessions.
20 mins for long papers and 13 mins for short papers, including Q&A
Workshop Program
| 2:30pm - 2:40pm |
Opening Remarks |
| Haihua Chen, Jeonghyun Kim, Xiaoguang Wang, Le Yang, and Wayne de Fremery |
| 2:40pm - 4:13pm |
Paper Session 1: Applications of AI/ML in GLAM Collections |
| Moderator: Jeonghyun Kim |
| 2:55pm |
New Scriptoria for Artificial Intelligence Solutions |
| Wayne de Fremery |
| 3:08pm |
Sustainable Archiving of Music Databases through RDF and NLQ2SPARQL Frameworks |
| Ichiro Fujinaga |
| 3:21pm |
Tailoring Topic Modeling in a Heterogeneous Digital Library (Online) |
| Pradyumna Upendra Dasu, Satvik Chekuri, William Ingram and Edward Fox |
| 3:34pm |
The Inheritance and Promotion of Regional Culture: the Revival of the Yellow River Culture on Weibo |
| Chunying Wang, Heng Ji and Jingxuan Cai |
| 3:47pm |
HathiEnrich: Metadata Enrichment of Dissertation Dataset using Large Language Models |
| Manika Lamba, You Peng, Sophie Nikolov, Lan Ding, Glen Layne-Worthey and J. Stephen Downie |
| 4:00pm |
Generative AI for Enhanced Resource Discovery: Comparative Analysis with Solr in Digital Libraries |
| Boyuan Guan, Wencong Cui, Jamie Rogers and Rebecca Bakker |
| 4:13pm - 4:30pm |
Coffee Break |
| 4:30pm - 5:42pm |
Paper Session 2: New Techniques and Methods for Enhancing the IE/IR from GLAM Collections |
| Moderator: Le Yang |
| 4:30pm |
Research on Automatic Prediction for the Evolution Stages of Research Topic Based on Heterogeneous Graph |
| Yang Zheng, Wang Xiaoguang, Kaiwen Shi, Yuhang Dong and Hongyu Wang |
| 4:50pm |
Building an Explainable Graph-based Biomedical Paper Recommendation System |
| Hermann Kroll, Christin Katharina Kreutz, Bill Matthias Thang, Philipp Schaer and Wolf-Tilo Balke |
| 5:03pm |
Ranking Narrative Query Graphs for Biomedical Document Retrieval |
| Hermann Kroll, Pascal Sackhoff, Timo Breuer, Ralf Schenkel and Wolf-Tilo Balke |
| 5:16pm |
Explainable Fine-Grained Document Classification for Mathematical and Medical Texts |
| Philipp Scharpf, Moritz Schubotz, Corinna Breitinger, André Greiner-Petter, Klaus Lippert, Konrad Foerstner, Olaf Teschke and Bela Gipp |
| 5:29pm |
KnowACT: A Deep Semantic Multi-task Knowledge Annotation Platform for Ancient Chinese Texts |
| Jie Jian, Jiayi Li, Chengxi Yan and Jianguang Hua |
| 5:42pm - 6:00pm |
Closing Remarks |
| Haihua Chen, Jeonghyun Kim, Xiaoguang Wang, Le Yang, and Wayne de Fremery |