| 2022 | ACL | Lite Unified Modeling for Discriminative Reading Comprehension. | Yilin Zhao, Hai Zhao, Libin Shen, Yinggong Zhao |
| 2021 | EMNLP | What If Sentence-hood is Hard to Define: A Case Study in Chinese Reading Comprehension. | Jiawei Wang, Hai Zhao, Yinggong Zhao, Libin Shen |
| 2020 | CIKM | MICK: A Meta-Learning Framework for Few-shot Relation Classification with Small Training Data. | Xiaoqing Geng, Xiwen Chen, Kenny Q. Zhu, Libin Shen, Yinggong Zhao |
| 2020 | CIKM | Enhanced Story Representation by ConceptNet for Predicting Story Endings. | Shanshan Huang, Kenny Q. Zhu, Qianzi Liao, Libin Shen, Yinggong Zhao |
| 2020 | EMNLP | Learning Numeral Embedding. | Chengyue Jiang, Zhonglin Nian, Kaihao Guo, Shanbo Chu, Yinggong Zhao, Libin Shen, Kewei Tu |
| 2020 | EMNLP | Cold-Start and Interpretability: Turning Regular Expressions into Trainable Recurrent Neural Networks. | Chengyue Jiang, Yinggong Zhao, Shanbo Chu, Libin Shen, Kewei Tu |
| 2020 | ICONIP | Automatic Classification and Comparison of Words by Difficulty. | Shengyao Zhang, Qi Jia, Libin Shen, Yinggong Zhao |
| 2013 | ACL | Two-Neighbor Orientation Model with Cross-Boundary Global Contexts. | Hendra Setiawan, Bowen Zhou, Bing Xiang, Libin Shen |
| 2013 | EMNLP | What is Hidden among Translation Rules. | Libin Shen, Bowen Zhou |
| 2010 | EMNLP | Statistical Machine Translation with a Factorized Grammar. | Libin Shen, Bing Zhang, Spyros Matsoukas, Jinxi Xu, Ralph M. Weischedel |
| 2009 | EMNLP | Effective Use of Linguistic and Contextual Information for Statistical Machine Translation. | Libin Shen, Jinxi Xu, Bing Zhang, Spyros Matsoukas, Ralph M. Weischedel |
| 2008 | ACL | A New String-to-Dependency Machine Translation Algorithm with a Target Dependency Language Model. | Libin Shen, Jinxi Xu, Ralph M. Weischedel |
| 2008 | EMNLP | LTAG Dependency Parsing with Bidirectional Incremental Construction. | Libin Shen, Aravind K. Joshi |
| 2007 | ACL | Guided Learning for Bidirectional Sequence Classification. | Libin Shen, Giorgio Satta, Aravind K. Joshi |
| 2005 | NAACL | Incremental LTAG Parsing. | Libin Shen, Aravind K. Joshi |
| 2004 | IJCNLP | Flexible Margin Selection for Reranking with Full Pairwise Samples. | Libin Shen, Aravind K. Joshi |
| 2004 | NAACL | A Smorgasbord of Features for Statistical Machine Translation. | Franz Josef Och, Daniel Gildea, Sanjeev Khudanpur, Anoop Sarkar, Kenji Yamada, Alexander M. Fraser, Shankar Kumar, Libin Shen, David Smith, Katherine Eng, Viren Jain, Zhen Jin, Dragomir R. Radev |
| 2004 | NAACL | Discriminative Reranking for Machine Translation. | Libin Shen, Anoop Sarkar, Franz Josef Och |
| 2003 | ACL | A SNoW Based Supertagger with Application to NP Chunking. | Libin Shen, Aravind K. Joshi |
| 2003 | CoNLL | An SVM-based voting algorithm with application to parse reranking. | Libin Shen, Aravind K. Joshi |
| 2003 | EMNLP | Using LTAG Based Features in Parse Reranking. | Libin Shen, Anoop Sarkar, Aravind K. Joshi |