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cs.CL2025
Automated Attribution Graph Interpretation via Probe Prompting
Giuseppe Birardi, Gonçalo Paulo
Even though we know the precise computations that lead from a large language model (LLM) input to its output this computation remains very hard to interpret. One way to make it eas…
cs.CL2025★ 5 cited
When AI Co-Scientists Fail: SPOT-a Benchmark for Automated Verification of Scientific Research
Guijin Son, Jiwoo Hong, Honglu Fan +8
Recent advances in large language models (LLMs) have fueled the vision of automated scientific discovery, often called AI Co-Scientists. To date, prior work casts these systems as…