Knowing When Not to Answer: Lightweight KB-Aligned OOD Detection for Safe RAG

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) 2026 Open access

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Authors: Ilias Triantafyllopoulos, Renyi Qu, Salvatore Giorgi, Brenda L. Curtis, Lyle Ungar, João Sedoc
DOI: 10.18653/v1/2026.acl-long.740
Cited by: 1

Abstract

Ilias Triantafyllopoulos, Renyi Qu, Salvatore Giorgi, Brenda Curtis, Lyle Ungar, João Sedoc. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026.

Fields of Study & Subjects

Topic Modeling Adversarial Robustness in Machine Learning Advanced Graph Neural Networks

Publication details

Journal / source
Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
Publisher
Association for Computational Linguistics
Pages
16266–16301
Publication date
1 January 2026
Language
EN