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cs.AI2025
Explaining the Reasoning of Large Language Models Using Attribution Graphs
Chase Walker, Rickard Ewetz
Large language models (LLMs) exhibit remarkable capabilities, yet their reasoning remains opaque, raising safety and trust concerns. Attribution methods, which assign credit to inp…
cs.AI2025
Knowledge Editing for Multi-Hop Question Answering Using Semantic Analysis
Dominic Simon, Rickard Ewetz
Large Language Models (LLMs) require lightweight avenues of updating stored information that has fallen out of date. Knowledge Editing (KE) approaches have been successful in updat…
cs.AI2024
NSP: A Neuro-Symbolic Natural Language Navigational Planner
William English, Dominic Simon, Sumit Jha +1
Path planners that can interpret free-form natural language instructions hold promise to automate a wide range of robotics applications. These planners simplify user interactions a…