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Notes on out-of-distribution generalization
2 notes
Diagnosing Task Insensitivity in Language Agents
The research discusses a problem with large language models where they struggle to adapt to new tasks outside of their original training data (OOD generalization). The authors call this issue 'task insensitivity'. They…
Diagnosing Task Insensitivity in Language Agents
Researchers identify an issue with large language models where they are unable to adapt to new tasks effectively due to their task insensitivity. The authors propose a lightweight solution called Task-Perturbed NLL…
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