Papers with bibliometric techniques
A Decade of Scholarly Research on Open Knowledge Graphs (2024.lrec-main)
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Houcemeddine Turki, Abraham Toluwase Owodunni, Mohamed Ali Hadj Taieb, René Fabrice Bile, Mohamed Ben Aouicha
| Challenge: | Several literature surveys have been done to understand how open knowledge graphs are constructed, evaluated, and integrated. |
| Approach: | They analyze 4445 scholarly articles retrieved from Scopus and analyze their results to identify trends, patterns, and impact of research in this field. |
| Outcome: | The results reveal an ever-increasing number of publications on open knowledge graphs published every year, especially in developed countries (+50 per year). |
InterIDEAS: Philosophical Intertextuality via LLMs (2025.emnlp-main)
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| Challenge: | a new dataset aims to bridge philosophy, literary studies, and natural language processing (NLP) by integrating theories of intertextuality with bibliometric techniques. |
| Approach: | They propose a dataset that bridges philosophy, literary studies, and natural language processing (NLP) it combines theories of intertextuality from literary studies with bibliometric techniques and recent LLMs . |
| Outcome: | a new dataset bridges philosophy, literary studies, and natural language processing (NLP) to analyze intertextuality . the proposed method helps scholars understand the intellectual, social, and historical relations embedded in texts . it also contributes to the development of language models, authors say . |