Papers with Wikipedia Infoboxes
InfoSync: Information Synchronization across Multilingual Semi-structured Tables (2023.findings-acl)
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| Challenge: | Information Synchronization of semi-structured data across languages is challenging . culture differences, topic preferences, and editing inconsistency lead to information mismatches . |
| Approach: | They propose a method for tabular synchronization that uses information from Wikipedia tables in one language with tables in another language. |
| Outcome: | The proposed method achieves an acceptance rate of 77.28% on Wikipedia . english articles across the web are more timely updated than other languages . |
DynaQuest: A Dynamic Question Answering Dataset Reflecting Real-World Knowledge Updates (2025.findings-acl)
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| Challenge: | Large language models (LLMs) are typically trained on static datasets, preventing them from integrating real-time updates. |
| Approach: | They propose a dynamic question-answer answering dataset reflecting real-world knowledge updates that are automatically compared between Wikipedia versions and generating question-anchor pairs based on these updates. |
| Outcome: | The proposed framework improves LLMs' performance on time-sensitive question answering by maintaining a dynamic knowledge updating process. |