Can Large Language Models Truly Understand Prompts? A Case Study with Negated Prompts

Joel Jang, Seonghyeon Ye, Minjoon Seo. Can Large Language Models Truly Understand Prompts? A Case Study with Negated Prompts. In Alon Albalak, Chunting Zhou, Colin Raffel, Deepak Ramachandran, Sebastian Ruder, Xuezhe Ma, editors, Transfer Learning for Natural Language Processing Workshop, 03 December 2022, New Orleans, Louisiana, USA. Volume 203 of Proceedings of Machine Learning Research, pages 52-62, PMLR, 2022. [doi]

@inproceedings{JangYS22,
  title = {Can Large Language Models Truly Understand Prompts? A Case Study with Negated Prompts},
  author = {Joel Jang and Seonghyeon Ye and Minjoon Seo},
  year = {2022},
  url = {https://proceedings.mlr.press/v203/jang23a.html},
  researchr = {https://researchr.org/publication/JangYS22},
  cites = {0},
  citedby = {0},
  pages = {52-62},
  booktitle = {Transfer Learning for Natural Language Processing Workshop, 03 December 2022, New Orleans, Louisiana, USA},
  editor = {Alon Albalak and Chunting Zhou and Colin Raffel and Deepak Ramachandran and Sebastian Ruder and Xuezhe Ma},
  volume = {203},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}