In-Depth Explanations: The model identifies an error and explains how to refine the argument in a way the end-user can understand (i.e., why it is wrong)
| Sub-section |
Authors |
Title |
| Implicit knowledge |
Maria Becker, Siting Liang, and Anette Frank. |
RecoProceedings of Deep Learning Inside Out (DeeLIO): The 2nd Workshop on Knowledge Extraction and Integration for Deep Learning Architectures, pp. 11–24, Online, June 2021. Association for Computational Linguistics. |
| Implicit knowledge |
Yohan Jo, Haneul Yoo, JinYeong Bak, Alice Oh, Chris Reed, and Eduard Hovy. |
Knowledge-enhanced evidence retrieval for counterargument generation. In Findings of the Association for Computational Linguistics: EMNLP 2021, Online, November 2021. Association for Computational Linguistics. |
| Implicit knowledge |
Keshav Singh, Naoya Inoue, Farjana Sultana Mim, Shoichi Naito, and Kentaro Inui. |
IRAC: A domain-specific annotated corpus of implicit reasoning in arguments. In Proceedings of the Thirteenth Language Resources and Evaluation Conference, pp. 4674–4683, Marseille, France, June 2022. European Language Resources Association. |
| Rules and annotations |
Yohan Jo, Seojin Bang, Chris Reed, and Eduard Hovy. |
Classifying argumentative relations using logical mechanisms and argumentation schemes. Transactions of the Association for Computational Linguistics, Vol.~9, pp. 721–739, 2021. |