2 papers
cs.AI2026
Multiagent Protocols with Aggregated Confidence Signals
Ali Elahi, Barbara Di Eugenio
Confidence is used for reliability, oversight, and a range of downstream decision tasks in Natural Language Processing (NLP), yet no existing method produces or evaluates a confide…
cs.CL2025
Identifying Financial Risk Information Using RAG with a Contrastive Insight
Ali Elahi
In specialized domains, humans often compare new problems against similar examples, highlight nuances, and draw conclusions instead of analyzing information in isolation. When appl…