"Learning Semantic Parsers from Natural Language Supervision"
Igor Labutov, Bishan Yang, and Tom Mitchell. EMNLP 2018.
"Multi-Relational Question Answering from Narratives: Machine Reading and Reasoning in Simulated Worlds"
Igor Labutov, Bishan Yang, Anusha Prakash, and Amos Azaria. ACL 2018.
"Zero-shot Learning of Classifiers from Natural Language Quantification"
Shashank Srivastava, Igor Labutov, and Tom Mitchell. ACL 2018.
"Leveraging knowledge bases in LSTMs for improving machine reading."
Bishan Yang and Tom Mitchell. ACL 2017.
"A Joint Sequential and Relational Model for Frame-Semantic Parsing."
Bishan Yang and Tom Mitchell. EMNLP 2017.
"End-to-End Learning for Structured Prediction Energy Networks."
David Belanger, Bishan Yang, and Andrew McCallum. ICML 2017.
"Embedding entities and relations for learning and inference in knowledge bases."
Bishan Yang, Wen-tau Yih, Xiaodong He, Jianfeng Gao, and Li Deng. ICLR 2015.