KnowledgeDebugger -- an Exploration Tool for Knowledge Localization and Editing in Transformers
Recent research has increasingly focused on understanding how Transformers store and process knowledge, as well as how this knowledge can be edited. Research work in this area is often conducted in two phases: first, phenomena are explored on individual samples. Then, when results appear promising, more statistically robust experiments follow. To support the first phase, we propose KnowledgeDebugger, a GUI-based exploration tool for knowledge localization and editing in Transformers. Our tool - inspired by LM-Debugger - offers no-code access to the methods in EasyEdit, a widely used library of
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Paper → model → repo connections mined from source citations (Tier-1 exact match).
Why these links exist
- Linked via arxiv authorEric Benz →
KnowledgeDebugger -- an Exploration Tool for Knowledge Localization and Editing in Transformers
- Linked via arxiv authorLennart Stöpler →
KnowledgeDebugger -- an Exploration Tool for Knowledge Localization and Editing in Transformers
- Linked via arxiv authorNikolai Bolik →
KnowledgeDebugger -- an Exploration Tool for Knowledge Localization and Editing in Transformers
- Linked via arxiv authorArtur Andrzejak →
KnowledgeDebugger -- an Exploration Tool for Knowledge Localization and Editing in Transformers