SDU 2023
Scientific Document Understanding 2023

Table of Contents

• Summary: There were 20 papers submitted for peer-review to this workshop. Out of these, 14 papers were accepted in the workshop.

Accepted Papers

• BERT-based Models for Arabic Long Document Classification
  Muhammad AL-Qurishi, Riad Souissi
• ACL-Fig: A Dataset for Scientific Figure Classification
  Zeba Karishma, Shaurya Rohatgi, Kavya Shrinivas Puranik, Jian Wu, C. Lee Giles
• ChemProp: A Dataset with Annotations for Instructional Language in Chemical Patents
  Sopan Khosla, Carolyn Rose
• ARDIAS: AI-Enhanced Research Management, Discovery, and Advisory System
  Debayan Banerjee, Seid Muhie Yimam, Sushil Awale, Chris Biemann
• Exploiting Contextual Embeddings to Extract Topic Genealogy from Scientific Literature
  Alfio Ferrara, Stefano Montanelli, Sergio Picascia, Davide Riva
• A Practical Entity Linking System for Tables in Scientific Literature
  Varish Mulwad, Tim Finin, Vijay S. Kumar, Jenny Weisenberg Williams, Sharad Dixit, Anupam Joshi
• Detect, Retrieve, Comprehend: A Flexible Framework for Zero-Shot Document-Level Question Answering
  Tavish McDonald, Brian Tsan, Amar Saini, Juanita Ordonez, Luis Gutierrez, Phan Nguyen, Blake Mason, Brenda Ng
• Citation Intent Classification Through Weakly Supervised Knowledge Graphs
  Xinwei Du, Kian Ahrabian, Arun Baalaaji Sankar Ananthan, Richard Delwin Myloth, Jay Pujara
• Is Dynamicity All You Need?
  Richard Delwin Myloth, Kian Ahrabian, Arun Baalaaji Sankar Ananthan, Xinwei Du, Jay Pujara
• Investigating Scientific Misinformation Using Different Modes of Learning
  Autumn Toney-Wails, Kornraphop Kawintiranon, Lisa Singh, Paul-Emmanuel Courtines, Alexander Lin, Haofei Zhang
• Envisioning the Next-Gen Document Reader
  Catherine Yeh, Nedim Lipka, Franck Dernoncourt
• Using a Novel Capsule Network For an Innovative Approach to Image Captioning
  Shima Javanmardi, Mehrdad Jahanbanifard, Marcello Bonsangue, Fons J. Verbeek
• SciCap+: A Knowledge Augmented Dataset to Study the Challenges of Scientific Figure Captioning
  Zhishen Yang, Raj Dabre, Hideki Tanaka, Naoaki Okazaki
• ChartParser: Automatic Chart Parsing for Print-Impaired
  Anukriti Kumar, Tanuja Ganu