Reviewer Application – Zirui (Peter) Wei, AI+Finance Practitioner

[Zirui Wei]

Dear SemEval 2026 Task 5 Organizers,

I am writing to express interest in serving as a reviewer for SemEval
2026 Task 5: Rating Plausibility of Word Senses.

My background bridges AI and quantitative finance: I am a Senior AI
Data Scientist at C3.ai, where I have built production AI systems for
Bank of America, Barclays, and JPMorgan — including RAG pipelines,
text-to-SQL systems, and agentic architectures. I also have a
background as a quantitative analyst at Goldman Sachs and am currently
building an AI-native quantitative fund focused on prediction markets.

I hold dual MS degrees in Financial Engineering and Computer Science
from Georgia Tech, and I am currently serving as a reviewer for the
ICLR 2026 AIMS Workshop. My NEMO paper on execution-aware optimization
was accepted at that workshop: https://arxiv.org/abs/2601.21372

My expertise spans NLP, large language models, knowledge graphs, and
structured data reasoning, which I believe aligns with Task 5's focus
on word sense disambiguation and semantic plausibility modeling.

I would welcome the opportunity to contribute rigorous,
practitioner-informed reviews.

Best regards,
Zirui (Peter) Wei
Senior AI Data Scientist, C3.ai
ziru...@berkeley.edu
OpenReview: https://openreview.net/profile?id=~Zirui_Wei1
Scholar: https://scholar.google.com/citations?user=SmoO_zsAAAAJ

[Michael Roth]

Dear Zirui,

Thank you for your message and interest!

Reviewing at our task is already in process and done exclusively by task participants.

Best,
Michael

________________________________________
Von: 'Zirui Wei' via SemEval 2026 Task 5 Organizers <semeval2026-ta...@googlegroups.com>
Gesendet: Montag, 23. März 2026 23:04:41
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Betreff: Reviewer Application – Zirui (Peter) Wei, AI+Finance Practitioner

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