View Proposal

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Proposer

Radu-Casian Mihailescu

Title

Language Understanding through the Integration of Large Language Models and Knowledge Graphs

Goal

Description

Natural Language Processing (NLP) has seen transformative progress with the rise of large language models (LLMs), powering applications like chatbots, translation systems, and text generation. While LLMs demonstrate impressive linguistic capabilities, they remain susceptible to factual inaccuracies ("hallucinations") and often lack grounding in domain-specific knowledge. To address these limitations, knowledge graphs (KGs) offer a promising solution by providing structured, interpretable representations of real-world knowledge. Conversely, LLMs can assist in constructing, validating, and enriching KGs. This dissertation explores the complementary strengths of LLMs and KGs to build more reliable and context-aware NLP systems.

Resources

Background

Url

Difficulty Level

Moderate

Ethical Approval

None

Number Of Students

1

Supervisor

Radu-Casian Mihailescu

Keywords

Degrees

Bachelor of Science in Computer Science
Bachelor of Science in Computer Systems
Bachelor of Science in Information Systems
Master of Engineering in Software Engineering
Master of Design in Games Design and Development
Master of Science in Artificial Intelligence
Master of Science in Artificial Intelligence with SMI
Master of Science in Business Information Management
Master of Science in Computer Science for Cyber Security
Master of Science in Computer Systems Management
Master of Science in Data Science
Master of Science in Human Robot Interaction
Master of Science in Information Technology (Business)
Master of Science in Information Technology (Software Systems)
Master of Science in Network Security
Master of Science in Robotics
Master of Science in Software Engineering
Bachelor of Science in Computing Science
Bachelor of Engineering in Robotics
Bachelor of Science in Computer Science (Cyber Security)
Master of Science in Robotics with Industrial Application
Postgraduate Diploma in Artificial Intelligence
Bachelor of Science in Statistical Data Science
BSc Data Sciences