Výsledky vyhledávání - "Groppe, Jinghua"

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Variables are a Curse in Software Vulnerability Prediction

Autor: Groppe, Jinghua, Groppe, Sven, Möller, Ralf

Publikováno v: In Database and Expert Systems Applications: 34th International Conference, DEXA 2023, Penang, Malaysia, August 28-30, 2023, Proceedings, Part I. Springer-Verlag, Berlin, Heidelberg, 516-521

Deep learning-based approaches for software vulnerability prediction currently mainly rely on the original text of software code as the feature of nodes in the graph of code and thus could learn a representation that is only specific to the code text

Externí odkaz: http://arxiv.org/abs/2407.02509

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Research Trends for the Interplay between Large Language Models and Knowledge Graphs

Autor: Khorashadizadeh, Hanieh, Amara, Fatima Zahra, Ezzabady, Morteza, Ieng, Frédéric, Tiwari, Sanju, Mihindukulasooriya, Nandana, Groppe, Jinghua, Sahri, Soror, Benamara, Farah, Groppe, Sven

This survey investigates the synergistic relationship between Large Language Models (LLMs) and Knowledge Graphs (KGs), which is crucial for advancing AI's capabilities in understanding, reasoning, and language processing. It aims to address gaps in c

Externí odkaz: http://arxiv.org/abs/2406.08223

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Exploring In-Context Learning Capabilities of Foundation Models for Generating Knowledge Graphs from Text

Autor: Khorashadizadeh, Hanieh, Mihindukulasooriya, Nandana, Tiwari, Sanju, Groppe, Jinghua, Groppe, Sven

Knowledge graphs can represent information about the real-world using entities and their relations in a structured and semantically rich manner and they enable a variety of downstream applications such as question-answering, recommendation systems, s

Externí odkaz: http://arxiv.org/abs/2305.08804

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Akademický článek

There Are Infinite Ways to Formulate Code: How to Mitigate the Resulting Problems for Better Software Vulnerability Detection †.

Autor: Groppe, Jinghua¹ (AUTHOR) jinghua.groppe@uni-luebeck.de, Groppe, Sven¹ (AUTHOR) jinghua.groppe@uni-luebeck.de, Senf, Daniel² (AUTHOR), Möller, Ralf¹ (AUTHOR)

Publikováno v: Information (2078-2489). Apr2024, Vol. 15 Issue 4, p216. 15p.