PatentSemTech 2025
Patent Text Mining and Semantic Technologies 2025

Table of Contents

• Preface
  Summary: There were 19 papers submitted for peer-review to this workshop. Out of these, 9 papers were accepted for this volume, 4 as regular papers and 5 as short papers.

Regular Papers

• AWACopilot: A Secure On-Premise Large Language Model-Based Solution for Enhanced Patent Drafting 1-9
  Mohamad Homam Mawaldi , Zenun Kastrati , Alexander Gustafsson
• NER for Specialized Scientific Domains: Fine-Tuning on Patents for Plasma Technology and Battery Materials 10-20
  Farag Saad , Hidir Aras , Markus Becker , Carsten Becker-Willinger
• PEDANTIC: A Dataset for the Automatic Examination of Definiteness in Patent Claims 21-38
  Valentin Knappich , Annemarie Friedrich , Anna Hätty , Simon Razniewski
• Enhancing Patent Retrieval Using Automated Patent Summarization 39-50
  Eleni Kamateri , Michail Salampasis , Renukswamy Chikkamath , Linda Andersson , Markus Endres

Short Papers

• Efficient Patent Searching Using Graph Transformers 51-59
  Krzysztof Daniell , Igor Buzhinsky , Sebastian Björkqvist
• Lightweight Out-of-Distribution Detection for Patent Classification in Non-Stationary Environments 60-66
  Ekaterina Kotliarova , Sebastian Björkqvist
• Hierarchical Multi-Positive Contrastive Learning for Patent Image Retrieval 67-75
  Kshitij Kavimandan , Angelos Nalmpantis , Emma Beauxis-Aussalet , Robert-Jan Sips
• Exploring Patents Visually: An Interactive Search System for Multimodal Patent Image Search and Interpretation 76-83
  Sushil Awale , Eric Müller-Budack , Rahim Delaviz , Ralph Ewerth
• Automatic Construction of a Patent Term Thesaurus with Fine-Tuned ChatGPT 84-91
  Hidetsugu Nanba , Kohei Iwakuma , Satoshi Fukuda