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Peer prediction

2 papers across 2 sessions

Poster Session 1

1 paper
Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
Evaluating LLM-contaminated Crowdsourcing Data Without Ground Truth
#102 · Yichi Zhang, Jinlong Pang, Zhaowei Zhu, Yang Liu

A peer prediction-based automatic evaluator for scoring human values in crowdsourcing datasets contaminated by LLM-generated responses.

Poster Session 2

1 paper
Wednesday, December 3, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
Incentivizing Truthful Language Models via Peer Elicitation Games
#2814 · Baiting Chen, Tong Zhu, Jiale Han, Lexin Li, Gang Li, Xiaowu Dai