Author

Hadi Mohammadi

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Preprint Sep 2026

Translating in style: An open-weight alternative to GPT-4 for culturally aligned machine translation

Machine translation systems often preserve meaning but systematically flatten linguistic style, a failure that is most acute when translating into non-Western languages. The RASTA framework of Havaldar et al. (2025a) addresses this through retrieval-augmented stylistic alignment, but relies on GPT-4, a closed, propriet...

Thomas Rietman, Hadi Mohammadi, Robert A. Bagheri · 0 citations

#artificial intelligence Preprint Aug 2026

trajectory-judge: What Outcome-Only LLM Judges Miss on Agent Trajectories

It is argued that judge evaluations must stratify recall by outcome survival, and release the environment, the injector, all raw verdicts, and an analysis pipeline that rebuilds every number offline.

Hadi Mohammadi · 1 citation

Review

Let Me Explain!

Text content is the dominant factor in annotation decisions, far outweighing annotator demographics, and that content-focused SHAP explanations are more effective than demographic persona prompting for guiding LLM annotations, showing that explainability methods can improve both the reliability and the transparency of...

Hadi Mohammadi · 0 citations