| 2025 | EMNLP | 3R: Enhancing Sentence Representation Learning via Redundant Representation Reduction. | Longxuan Ma, Xiao Wu, Yuxin Huang, Shengxiang Gao, Zhengtao Yu |
| 2024 | COLING | A Self-verified Method for Exploring Simile Knowledge from Pre-trained Language Models. | Longxuan Ma, Changxin Ke, Shuhan Zhou, Churui Sun, Wei-Nan Zhang, Ting Liu |
| 2023 | ACL | I run as fast as a rabbit, can you? A Multilingual Simile Dialogues Datasets. | Longxuan Ma, Weinan Zhang, Shuhan Zhou, Churui Sun, Changxin Ke, Ting Liu |
| 2022 | COLING | SelF-Eval: Self-supervised Fine-grained Dialogue Evaluation. | Longxuan Ma, Ziyu Zhuang, Weinan Zhang, Mingda Li, Ting Liu |
| 2020 | EMNLP | A Compare Aggregate Transformer for Understanding Document-grounded Dialogue. | Longxuan Ma, Wei-Nan Zhang, Runxin Sun, Ting Liu |
| 2019 | ICONIP | Keyphrase Generation with Word Attention. | Hai Huang, Tianshuo Huang, Longxuan Ma, Lei Zhang |
| 2019 | IJCNN | Hierarchical Multi-dimensional Attention Model for Answer Selection. | Wei Liu, Lei Zhang, Longxuan Ma, Pengfei Wang, Feng Zhang |
| 2019 | IJCNN | Multi-perspective Feature Generation Based on Attention Mechanism. | Longxuan Ma, Lei Zhang |
| 2019 | PAKDD | Text Feature Extraction and Selection Based on Attention Mechanism. | Longxuan Ma, Lei Zhang |