Papers by Eri Onami
LegalViz: Legal Text Visualization by Text To Diagram Generation (2025.naacl-long)
Copied to clipboard
| Challenge: | Graphviz provides diagrams for legal documents that are easy to understand and understand . a novel dataset of 23 languages and 7,010 cases of legal document and visualization pairs is proposed . |
| Approach: | They propose a dataset of legal diagrams using DOT graph description language of Graphviz. |
| Outcome: | The proposed dataset outperforms existing models including GPTs in 23 languages and 7,010 cases of legal document and visualization pairs. |
JDocQA: Japanese Document Question Answering Dataset for Generative Language Models (2024.lrec-main)
Copied to clipboard
| Challenge: | Document question answering is a task of question answering on given documents such as reports, slides, pamphlets, and websites. |
| Approach: | They propose a large-scale document-based QA dataset that requires both visual and textual information to answer questions. |
| Outcome: | The proposed dataset incorporates multiple categories of questions and unanswerable questions from the document for realistic question-answering applications. |