Article
tExplain: Information Extraction with Explanations
Proceedings of the 17th International Conference on Logic Programming and Non-monotonic Reasoning
(2024)
Abstract
We present a narrative understanding tool that takes as an input a narrative in natural English language that contains both sentences describing actions as well as questions and outputs answers to those questions together with natural language explanations justifying those answers. We evaluate our tool on the several tasks of Facebook's bAbI challenge where it achieves 100% accuracy.
Disciplines
Publication Date
October, 2024
Citation Information
Pedro Cabalar, Adrian Dorsey, Jorge Fandinno, Yuliya Lierler, et al.. "tExplain: Information Extraction with Explanations" Proceedings of the 17th International Conference on Logic Programming and Non-monotonic Reasoning (2024) Available at: http://works.bepress.com/yuliya_lierler/127/