conftrace_

prediction-powered inference

10 papers

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Also known as

PPI

Co-occurring keywords · papers mentioning both

confidence interval (5) statistical inference (5) causal inference (3) large language model (2) proficiency scoring (1) relevance annotation (1) heavy-tailed prior (1) language model judge (1) context relevance (1) search evaluation (1)

Papers

Debiasing Machine Learning Predictions for Causal Inference Without Additional Ground Truth Data: “One Map, Many Trials” in Satellite-Driven Poverty Analysis AAAI 2026 PRECISE: Reducing the Bias of LLM Evaluations Using Prediction-Powered Ranking Estimation AAAI 2026 Scalable Vision-Guided Crop Yield Estimation AAAI 2026 Automated L2 Proficiency Scoring: Weak Supervision, Large Language Models, and Statistical Guarantees ACL 2025 Benchmarking Debiasing Methods for LLM-based Parameter Estimates EMNLP 2025 Constructing Confidence Intervals for Average Treatment Effects from Multiple Datasets ICLR 2025 FAB-PPI: Frequentist, Assisted by Bayes, Prediction-Powered Inference ICML 2025 Prediction-Powered E-Values ICML 2025 ARES: An Automated Evaluation Framework for Retrieval-Augmented Generation Systems NAACL 2024 Stratified Prediction-Powered Inference for Effective Hybrid Evaluation of Language Models NeurIPS 2024