| 2018 | ACL | Multi-Relational Question Answering from Narratives: Machine Reading and Reasoning in Simulated Worlds. | Igor Labutov, Bishan Yang, Anusha Prakash, Amos Azaria |
| 2018 | EMNLP | Learning to Learn Semantic Parsers from Natural Language Supervision. | Igor Labutov, Bishan Yang, Tom M. Mitchell |
| 2017 | ACL | Leveraging Knowledge Bases in LSTMs for Improving Machine Reading. | Bishan Yang, Tom M. Mitchell |
| 2017 | EMNLP | A Joint Sequential and Relational Model for Frame-Semantic Parsing. | Bishan Yang, Tom M. Mitchell |
| 2017 | ICML | End-to-End Learning for Structured Prediction Energy Networks. | David Belanger, Bishan Yang, Andrew McCallum |
| 2017 | IJCAI | Opinion-aware Knowledge Graph for Political Ideology Detection. | Wei Chen, Xiao Zhang, Tengjiao Wang, Bishan Yang, Yi Li |
| 2016 | NAACL | Joint Extraction of Events and Entities within a Document Context. | Bishan Yang, Tom M. Mitchell |
| 2015 | NAACL | Conditional Random Fields for Identifying Appropriate Types of Support for Propositions in Online User Comments. | Joonsuk Park, Arzoo Katiyar, Bishan Yang |
| 2014 | ACL | Context-aware Learning for Sentence-level Sentiment Analysis with Posterior Regularization. | Bishan Yang, Claire Cardie |
| 2014 | ECIR | A Study of Query Term Deletion Using Large-Scale E-commerce Search Logs. | Bishan Yang, Nish Parikh, Gyanit Singh, Neel Sundaresan |
| 2014 | EMNLP | Typed Tensor Decomposition of Knowledge Bases for Relation Extraction. | Kai-Wei Chang, Wen-tau Yih, Bishan Yang, Christopher Meek |
| 2013 | ACL | Joint Inference for Fine-grained Opinion Extraction. | Bishan Yang, Claire Cardie |
| 2012 | EMNLP | Extracting Opinion Expressions with semi-Markov Conditional Random Fields. | Bishan Yang, Claire Cardie |
| 2009 | KDD | Effective multi-label active learning for text classification. | Bishan Yang, Jian-Tao Sun, Tengjiao Wang, Zheng Chen |
| 2009 | SIGMOD | MobileMiner: a real world case study of data mining in mobile communication. | Tengjiao Wang, Bishan Yang, Jun Gao, Dongqing Yang, Shiwei Tang, Haoyu Wu, Kedong Liu, Jian Pei |
| 2008 | APWEB | Effective Data Distribution and Reallocation Strategies for Fast Query Response in Distributed Query-Intensive Data Environments. | Tengjiao Wang, Bishan Yang, Jun Gao, Dongqing Yang |
| 2008 | PAKDD | BOAI: Fast Alternating Decision Tree Induction Based on Bottom-Up Evaluation. | Bishan Yang, Tengjiao Wang, Dongqing Yang, Lei Chang |