PiCSAR: Probabilistic Confidence Selection and Ranking for Reasoning Chains

Findings of the Association for Computational Linguistics: ACL 2026 2026 Open access

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Authors: Joshua Ong Jun Leang, Zheng Zhao, Aryo Pradipta Gema, Sohee Yang, Wai-Chung Kwan, Xuanli He, Wenda Li, Pasquale Minervini, Eleonora Giunchiglia, Shay B. Cohen
DOI: 10.18653/v1/2026.findings-acl.1577
Cited by: 0

Abstract

Joshua Ong Jun Leang, Zheng Zhao, Aryo Pradipta Gema, Sohee Yang, Wai-Chung Kwan, Xuanli He, Wenda Li, Pasquale Minervini, Eleonora Giunchiglia, Shay B Cohen. Findings of the Association for Computational Linguistics: ACL 2026. 2026.

Fields of Study & Subjects

Semantic Web and Ontologies Bayesian Modeling and Causal Inference Logic Reasoning and Knowledge

Publication details

Journal / source
Findings of the Association for Computational Linguistics: ACL 2026
Publisher
Association for Computational Linguistics
Pages
31511–31544
Publication date
1 January 2026
Language
EN