ACL 2023short2 citations
Ellipsis-Dependent Reasoning: a New Challenge for Large Language Models
Abstract
We propose a novel challenge for large language models: ellipsis-dependent reasoning. We define several structures of paired examples, where an ellipsis example is matched to its non-ellipsis counterpart, and a question is posed which requires resolution of the ellipsis. Test results show that the best models perform well on non-elliptical examples but struggle with all but the simplest ellipsis structures.
BibTeX
@inproceedings{hardt-2023-ellipsis,
title = "Ellipsis-Dependent Reasoning: a New Challenge for Large Language Models",
author = "Hardt, Daniel",
editor = "Rogers, Anna and
Boyd-Graber, Jordan and
Okazaki, Naoaki",
booktitle = "Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)",
month = jul,
year = "2023",
address = "Toronto, Canada",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2023.acl-short.4/",
doi = "10.18653/v1/2023.acl-short.4",
pages = "39--47"
}