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cs.CL2026
The Formalism Trap: Are LLM-as-a-Judge Evaluators Blinded by Consensus Mimicry under Social Load?
Dahlia Shehata, Ming Li
We introduce the \textit{Agentic Formalism Trap} and the Evaluative Dissonance Index (), quantifying how LLM-as-a-Judge systems conflate structural proceduralism with semantic…
cs.CL2024
Rumour Evaluation with Very Large Language Models
Dahlia Shehata, Robin Cohen, Charles Clarke
Conversational prompt-engineering-based large language models (LLMs) have enabled targeted control over the output creation, enhancing versatility, adaptability and adhoc retrieval…