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Relevant Publications
"Learning Semantic Parsers from Natural Language Supervision"
Igor Labutov, Bishan Yang, and Tom Mitchell. EMNLP 2018.
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"Multi-Relational Question Answering from Narratives: Machine Reading and Reasoning in Simulated Worlds"
Igor Labutov, Bishan Yang, Anusha Prakash, and Amos Azaria. ACL 2018.
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"Zero-shot Learning of Classifiers from Natural Language Quantification"
Shashank Srivastava, Igor Labutov, and Tom Mitchell. ACL 2018.
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"Leveraging knowledge bases in LSTMs for improving machine reading."
Bishan Yang and Tom Mitchell. ACL 2017.
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"A Joint Sequential and Relational Model for Frame-Semantic Parsing."
Bishan Yang and Tom Mitchell. EMNLP 2017.
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"End-to-End Learning for Structured Prediction Energy Networks."
David Belanger, Bishan Yang, and Andrew McCallum. ICML 2017.
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"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.
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