Hi, I’m Beyza.

I work at the intersection of AI safety and alignment, with a particular interest in the reliability of multi-agent interactions: how AI systems behave, influence one another, and stay trustworthy as they become more autonomous.

Contact: nbozdag2 [at] illinois [dot] edu

News

August 2026
New paper: “Learning to Persuade Exposes How Easily LLMs Abandon Correct Beliefs”. See Publications below.
May 2026
Started an internship on the Responsible AI team at Amazon AGI.

Publications

Highlighted Work
Learning to Persuade icon
Preprint · 2026

Learning to Persuade Exposes How Easily LLMs Abandon Correct Beliefs

N. B. Bozdag, E. C. Acikgoz, G. Tur, D. Hakkani-Tür
Must Read survey icon
ACM Computing Surveys · 2026

Must Read: A Comprehensive Survey of Computational Persuasion

N. B. Bozdag, S. Mehri, X. Yang, H. Ha, Z. Cheng, E. Durmus, J. You, H. Ji, G. Tur, D. Hakkani-Tür
Persuade Me if You Can icon
ACM CAIS · 2026

Persuade Me if You Can: A Framework for Evaluating Persuasion Effectiveness and Susceptibility Among Large Language Models

N. B. Bozdag, S. Mehri, G. Tur, D. Hakkani-Tür
Too Polite to Disagree icon
SIGDIAL · 2026

Too Polite to Disagree: Understanding Sycophancy Propagation in Multi-Agent Systems

V. Kasprova, A. Parulekar, A. AlRabah, K. Agaram, R. Garg, S. Jha, N. B. Bozdag, D. Hakkani-Tür
Few-Shot Synthetic Accented Speech icon
ICML Workshop (Learning to Listen) · 2026

Few-Shot Synthetic Accented Speech for ASR Fine-Tuning: What Helps and When?

Y. Halychanskyi, N. B. Bozdag, M. Hasegawa-Johnson, D. Hakkani-Tür, V. Kindratenko
DialDefer icon
ACL · 2026

DialDefer: A Framework for Detecting and Mitigating LLM Dialogic Deference

P. Rabbani, P. Sahoo, R. Mathew, A. Mondal, H. Ketharaman, N. B. Bozdag, D. Hakkani-Tür
Prior Beliefs Prejudice LLM-as-Judge icon
Findings of ACL · 2026

Prior Beliefs Prejudice LLM-as-Judge: Evidence from Persuasion Evaluation

P. S. Zahraei, X. Wang, N. B. Bozdag, G. Tur, D. Hakkani-Tür
From Fact to Judgment icon
IWSDS · 2026

From Fact to Judgment: Investigating the Impact of Task Framing on LLM Conviction in Dialogue Systems

P. Rabbani, N. B. Bozdag, D. Hakkani-Tür
Language Specific Knowledge icon
Preprint · 2025

Language Specific Knowledge: Do Models Know Better in X than in English?

I. Agarwal*, N. B. Bozdag*, N. Patel, D. Hakkani-Tür

Research Experience

Amazon AGI logo

Applied Scientist Intern

Amazon AGI · Summer 2026
AWS logo

Applied Scientist Intern

AWS · Summer 2025
Conversational AI Lab logo

Graduate Research Assistant

Conversational AI Lab, UIUC · Aug 2024–Present

Education

University of Illinois Urbana-Champaign logo

Ph.D. in Computer Science

University of Illinois Urbana-Champaign · 2024–2029

Conversational AI Lab, advised by Dilek Hakkani-Tür and Gokhan Tur.

University of Arizona logo

B.S. in Computer Science & Mathematics

University of Arizona · 2020–2024

Undergraduate researcher, CLU Lab, advised by Steve Bethard.

Talks & Presentations

Introducing PMIYC: A Framework for Evaluating Persuasion Effectiveness and Susceptibility

Midwest Speech and Language Days (MSLD) 2025 · Notre Dame, Indiana · April 2025

Blog

March 2026

To Be or Not to Be Persuaded: Persuasion in Large Language Models

How well can large language models persuade, and how easily are they persuaded in turn? A look at both sides of persuasion in LLMs, and why it matters for AI safety.

Read more →

Outside the Lab

Painting

I like to wind down by painting sometimes, mostly with oil paint, and lately I've been getting into watercolor too!

Outdoors

Traveling, sightseeing, hiking: the world has too many good views to spend all day in front of a computer. At least now my coding agent can handle the busy work :)

Entertainment

A little goofy never hurt anyone. This is a parody-song channel (Two Brains, One Breakdown) I run with my dear friend and labmate, Ishika. We rewrite popular songs into odes to PhD life (deadlines, reviewer #2, and everything in between), and make other fun content too!

Photography

Can't do justice to what my eyes see, but I can try!