I am a student at the University of Edinburgh, affiliated with the ILCC. I am supervised by Prof Mirella Lapata and Prof Adam Lopez. My research lies in between machine learning and natural language processing. My focus is semantic parsing with neural networks. Before PhD I obtained MSc Computer Science distinction from the University of Oxford. I am fortunate to receive a Google PhD Fellowship.


Publications

A Generative Parser with a Discriminative Recognition Algorithm.  ACL 2017.
Jianpeng Cheng, Adam Lopez and Mirella Lapata
[ Paper ] [ Code ]
 
Learning Structured Natural Language Representations for Semantic Parsing.  ACL 2017.
Jianpeng Cheng, Siva Reddy, Vijay Saraswat and Mirella Lapata
[ Paper ] [ Code ]
 
Dependency Parsing as Head Selection.  EACL 2017.
Xingxing Zhang, Jianpeng Cheng and Mirella Lapata
[ Paper ] [ Code (Xingxing) ]
 
Long Short-Term Memory-Networks for Machine Reading.  EMNLP 2016.
Jianpeng Cheng, Li Dong and Mirella Lapata
[ Paper ] [ Code ]
 
Neural Summarization by Extracting Sentences and Words.  ACL 2016.
Jianpeng Cheng and Mirella Lapata
[ Paper ] [ Data ] [ Code ]
 

My full publication list is available at Google Scholar.

My github.