- machine learning
- deep learning
Chunyang is a PhD student working at the centre on semantic parsing and question answering problems using combined neural-symbolic models.
- Chunyang Xiao, Marc Dymetman, Claire Gardent: Sequence-based Structured Prediction for Semantic Parsing. ACL (1) 2016
- Marc Dymetman, Chunyang Xiao: Log-Linear RNNs: Towards Recurrent Neural Networks with Flexible Prior Knowledge. arXiv:1607.02467. Presented at the NIPS-2016 RNN Symposium, Barcelona, December 2016
- Marc Dymetman, Sriram Venkatapathy, Chunyang Xiao: Reversibility reconsidered: finite-state factors for efficient probabilistic sampling in parsing and generation. Proceedings of EMNLP 2015, pp. 1990-1995