Beyza Bozdag
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beyzabozdag.bsky.social
Beyza Bozdag
@beyzabozdag.bsky.social
phd student @convai_uiuc @UIUC
[4/5] We'll also be maintaining a GitHub repository for computational persuasion research. Datasets, code, and resources will be included! Contributions and collaborations are warmly welcomed! 🚀
Check it out: github.com/beyzabozdag/...
May 13, 2025 at 8:12 PM
[3/5] We introduce a taxonomy for computational persuasion research, highlight critical challenges, and map out future directions for safe, fair, and effective persuasive AI systems.
May 13, 2025 at 8:12 PM
[2/5] We structure computational persuasion around three key perspectives:

🤖 AI as Persuader: Generating persuasive content.
🎯 AI as Persuadee: Vulnerability to persuasive influence.
⚖️ AI as Persuasion Judge: Detecting persuasive tactics and ethical concerns.
May 13, 2025 at 8:12 PM
Thrilled to announce our new survey that explores the exciting possibilities and troubling risks of computational persuasion in the era of LLMs 🤖💬
📄Arxiv: arxiv.org/pdf/2505.07775
💻 GitHub: github.com/beyzabozdag/...
May 13, 2025 at 8:12 PM
[4/6] How does agreement shift over a conversation? 📈

✅ Multi-turn persuasion boosts effectiveness—more chances to influence the Persuadee mean higher agreement over time!
March 4, 2025 at 5:28 PM
[3/6] We evaluate persuasion across three setups:
📌 Subjective w/ Single-turn
📌 Subjective w/ Multi-turn
📌 Misinformation w/ Multi-turn (⚠️ adversarial!)

💡 Key finding: Persuasive effectiveness stays fairly stable, but susceptibility varies significantly based on the domain!
March 4, 2025 at 5:28 PM
[2/6] To assess persuasive effectiveness and susceptibility, we introduce PMIYC — a scalable, automated approach where:
🤖 A Persuader tries to convince the other agent
🤖 A Persuadee updates its agreement over a multi-turn conversation

Each model debates against the others!🔄
March 4, 2025 at 5:28 PM
[1/6] Can LLMs out-persuade each other? 🤖🧠💬

Introducing Persuade Me If You Can (PMIYC)—a new framework to evaluate (1) how persuasive LLMs are and (2) how easily they can be persuaded! 🚀

📄Arxiv: arxiv.org/abs/2503.01829
🌐Project Page: beyzabozdag.github.io/PMIYC/
March 4, 2025 at 5:28 PM