Publications

2023

1. Augmentation with Projection: Towards an Effective and Efficient Data Augmentation Paradigm for Distillation

   Ziqi Wang, Yuexin Wu, Frederick Liu, and 5 more authors

   In The Eleventh International Conference on Learning Representations , 2023
2. Recognizing Object by Components with Human Prior Knowledge Enhances Adversarial Robustness of Deep Neural Networks

   Xiao Li*, Ziqi Wang*, Bo Zhang, and 2 more authors

   IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023

2022

1. RESIN-11: Schema-guided Event Prediction for 11 Newsworthy Scenarios

   Xinya Du, Zixuan Zhang, Sha Li, and 31 more authors

   In Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: System Demonstrations, Jul 2022

   Abs

   We introduce RESIN-11, a new schema-guided event extraction&prediction framework that can be applied to a large variety of newsworthy scenarios. The framework consists of two parts: (1) an open-domain end-to-end multimedia multilingual information extraction system with weak-supervision and zero-shot learningbased techniques. (2) schema matching and schema-guided event prediction based on our curated schema library. We build a demo website based on our dockerized system and schema library publicly available for installation (https://github.com/RESIN-KAIROS/RESIN-11). We also include a video demonstrating the system.

2. Covid-19 claim radar: A structured claim extraction and tracking system

   Manling Li, Revanth Gangi Reddy, Ziqi Wang, and 5 more authors

   In Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics: System Demonstrations, Jul 2022
3. FALCON: Fast Visual Concept Learning by Integrating Images, Linguistic descriptions, and Conceptual Relations

   Lingjie Mei*, Jiayuan Mao*, Ziqi Wang, and 2 more authors

   In International Conference on Learning Representations, Jul 2022

2021

1. CLEVE: Contrastive Pre-training for Event Extraction

   Ziqi Wang*, Xiaozhi Wang*, Xu Han, and 6 more authors

   In Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), Jul 2021

2020

1. Learning from Explanations with Neural Execution Tree

   Ziqi Wang*, Yujia Qin*, Wenxuan Zhou, and 5 more authors

   In International Conference on Learning Representations, Jul 2020
2. MAVEN: A Massive General Domain Event Detection Dataset

   Xiaozhi Wang, Ziqi Wang, Xu Han, and 7 more authors

   In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), Jul 2020
3. Nero: A neural rule grounding framework for label-efficient relation extraction

   Wenxuan Zhou, Hongtao Lin, Bill Yuchen Lin, and 4 more authors

   In Proceedings of The Web Conference 2020, Jul 2020

2019

1. HMEAE: Hierarchical modular event argument extraction

   Xiaozhi Wang*, Ziqi Wang*, Xu Han, and 6 more authors

   In Proceedings of the 2019 Conference on empirical methods in natural language processing and the 9th international joint conference on natural language processing (EMNLP-IJCNLP), Jul 2019