| 2025 | ICASSP | SigmoidGS: To Guide Depth More Effectively. | Ho Ngai Chow, Licheng Shen, Lingyun Wang, Tong Zhang, Mengqiu Wang, Yuxing Han |
| 2014 | ACL | Two Knives Cut Better Than One: Chinese Word Segmentation with Dual Decomposition. | Mengqiu Wang, Rob Voigt, Christopher D. Manning |
| 2013 | AAAI | Effective Bilingual Constraints for Semi-Supervised Learning of Named Entity Recognizers. | Mengqiu Wang, Wanxiang Che, Christopher D. Manning |
| 2013 | ACL | Joint Word Alignment and Bilingual Named Entity Recognition Using Dual Decomposition. | Mengqiu Wang, Wanxiang Che, Christopher D. Manning |
| 2013 | EMNLP | Learning Biological Processes with Global Constraints. | Aju Thalappillil Scaria, Jonathan Berant, Mengqiu Wang, Peter Clark, Justin Lewis, Brittany Harding, Christopher D. Manning |
| 2013 | EMNLP | Feature Noising for Log-Linear Structured Prediction. | Sida Wang, Mengqiu Wang, Stefan Wager, Percy Liang, Christopher D. Manning |
| 2013 | IJCNLP | Learning a Product of Experts with Elitist Lasso. | Mengqiu Wang, Christopher D. Manning |
| 2013 | IJCNLP | Effect of Non-linear Deep Architecture in Sequence Labeling. | Mengqiu Wang, Christopher D. Manning |
| 2013 | NAACL | Named Entity Recognition with Bilingual Constraints. | Wanxiang Che, Mengqiu Wang, Christopher D. Manning, Ting Liu |
| 2012 | EMNLP | Probabilistic Finite State Machines for Regression-based MT Evaluation. | Mengqiu Wang, Christopher D. Manning |
| 2010 | COLING | Probabilistic Tree-Edit Models with Structured Latent Variables for Textual Entailment and Question Answering. | Mengqiu Wang, Christopher D. Manning |
| 2010 | SIGIR | Learning hidden variable models for blog retrieval. | Mengqiu Wang |
| 2008 | IJCNLP | A Re-examination of Dependency Path Kernels for Relation Extraction. | Mengqiu Wang |
| 2008 | SIGIR | Discriminative probabilistic models for passage based retrieval. | Mengqiu Wang, Luo Si |
| 2007 | EMNLP | What is the Jeopardy Model? A Quasi-Synchronous Grammar for QA. | Mengqiu Wang, Noah A. Smith, Teruko Mitamura |
| 2007 | IJCAI | A Dual-layer CRFs Based Joint Decoding Method for Cascaded Segmentation and Labeling Tasks. | Yanxin Shi, Mengqiu Wang |
| 2006 | ACL | A Fast, Accurate Deterministic Parser for Chinese. | Mengqiu Wang, Kenji Sagae, Teruko Mitamura |
| 2006 | LREC | Modular Approach to Error Analysis and Evaluation for Multilingual Question Answering. | Hideki Shima, Mengqiu Wang, Frank Lin, Teruko Mitamura |
| 2002 | INFOCOM | SAVE: Source Address Validity Enforcement Protocol. | Jun Li, Jelena Mirkovic, Mengqiu Wang, Peter L. Reiher, Lixia Zhang |