Mukai Li

Mind the Style of Text! Adversarial and Backdoor Attacks Based on Text Style Transfer

2021 · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing

Adversarial attacks and backdoor attacks are two common security threats that hang over deep learning. Both of them harness taskirrelevant features of data in their implementation. Text style is a feature that is naturally irrelevant …

Prompt for Extraction? PAIE: Prompting Argument Interaction for Event Argument Extraction

2022 · Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

In this paper, we propose an effective yet efficient model PAIE for both sentence-level and document-level Event Argument Extraction (EAE), which also generalizes well when there is a lack of training data. On the one …