| 2023 | ACL | SESCORE2: Learning Text Generation Evaluation via Synthesizing Realistic Mistakes. | Wenda Xu, Xian Qian, Mingxuan Wang, Lei Li, William Yang Wang |
| 2022 | SC | LightSeq2: Accelerated Training for Transformer-Based Models on GPUs. | Xiaohui Wang, Yang Wei, Ying Xiong, Guyue Huang, Xian Qian, Yufei Ding, Mingxuan Wang, Lei Li |
| 2017 | CoNLL | A non-DNN Feature Engineering Approach to Dependency Parsing - FBAML at CoNLL 2017 Shared Task. | Xian Qian, Yang Liu |
| 2015 | ACL | Feature Selection in Kernel Space: A Case Study on Dependency Parsing. | Xian Qian, Yang Liu |
| 2014 | ACL | Polynomial Time Joint Structural Inference for Sentence Compression. | Xian Qian, Yang Liu |
| 2013 | ACL | Using Supervised Bigram-based ILP for Extractive Summarization. | Chen Li, Xian Qian, Yang Liu |
| 2013 | EMNLP | Fast Joint Compression and Summarization via Graph Cuts. | Xian Qian, Yang Liu |
| 2013 | NAACL | Disfluency Detection Using Multi-step Stacked Learning. | Xian Qian, Yang Liu |
| 2012 | AAAI | Sequence Labeling with Non-Negative Weighted Higher Order Features. | Xian Qian, Yang Liu |
| 2012 | ACL | A Two-step Approach to Sentence Compression of Spoken Utterances. | Dong Wang, Xian Qian, Yang Liu |
| 2012 | EMNLP | Joint Chinese Word Segmentation, POS Tagging and Parsing. | Xian Qian, Yang Liu |
| 2010 | COLING | 2D Trie for Fast Parsing. | Xian Qian, Qi Zhang, Xuanjing Huang, Lide Wu |
| 2010 | EMNLP | Joint Training and Decoding Using Virtual Nodes for Cascaded Segmentation and Tagging Tasks. | Xian Qian, Qi Zhang, Yaqian Zhou, Xuanjing Huang, Lide Wu |
| 2009 | ICML | Sparse higher order conditional random fields for improved sequence labeling. | Xian Qian, Xiaoqian Jiang, Qi Zhang, Xuanjing Huang, Lide Wu |
| 2008 | IJCNLP | CRF-based Hybrid Model for Word Segmentation, NER and even POS Tagging. | Zhiting Xu, Xian Qian, Yuejie Zhang, Yaqian Zhou |