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cs.CL2026★ 1 cited
To Err Is Human; To Annotate, SILICON? Toward Robust Reproducibility in LLM Annotation
Xiang Cheng, Raveesh Mayya, João Sedoc
Unstructured text data annotation is foundational to management research. LLMs offer a cost-effective and scalable alternative to human annotation, but they introduce a novel chall…
cs.CL2025
DBOT: Artificial Intelligence for Systematic Long-Term Investing
Vasant Dhar, João Sedoc
Long-term investing was previously seen as requiring human judgment. With the advent of generative artificial intelligence (AI) systems, automated systematic long-term investing is…
cs.CL2025
Reasoning and the Trusting Behavior of DeepSeek and GPT: An Experiment Revealing Hidden Fault Lines in Large Language Models
Rubing Li, João Sedoc, Arun Sundararajan
When encountering increasingly frequent performance improvements or cost reductions from a new large language model (LLM), developers of applications leveraging LLMs must decide wh…