Pengcheng Yin
Pengcheng Yin
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A syntactic neural model for general-purpose code generation
P Yin, G Neubig
ACL 2017, 2017
Dynet: The dynamic neural network toolkit
G Neubig, C Dyer, Y Goldberg, A Matthews, W Ammar, A Anastasopoulos, ...
arXiv preprint arXiv:1701.03980, 2017
TaBERT: Pretraining for Joint Understanding of Textual and Tabular Data
P Yin, G Neubig, W Yih, S Riedel
ACL 2020, 2020
Neural enquirer: Learning to query tables with natural language
P Yin, Z Lu, H Li, B Kao
arXiv preprint arXiv:1512.00965, 2015
Learning to mine aligned code and natural language pairs from stack overflow
P Yin, B Deng, E Chen, B Vasilescu, G Neubig
2018 IEEE/ACM 15th International Conference on Mining Software Repositories …, 2018
Tranx: A transition-based neural abstract syntax parser for semantic parsing and code generation
P Yin, G Neubig
EMNLP 2018 (Demo Track), 2018
StructVAE: Tree-structured latent variable models for semi-supervised semantic parsing
P Yin, C Zhou, J He, G Neubig
ACL 2018, 2018
Answering questions with complex semantic constraints on open knowledge bases
P Yin, N Duan, B Kao, J Bao, M Zhou
Proceedings of the 24th ACM International on Conference on Information and …, 2015
Learning to represent edits
P Yin, G Neubig, M Allamanis, M Brockschmidt, AL Gaunt
ICLR 2019, 2018
Retrieval-based neural code generation
SA Hayati, R Olivier, P Avvaru, P Yin, A Tomasic, G Neubig
arXiv preprint arXiv:1808.10025, 2018
DIRE: A neural approach to decompiled identifier naming
J Lacomis, P Yin, E Schwartz, M Allamanis, C Le Goues, G Neubig, ...
2019 34th IEEE/ACM International Conference on Automated Software …, 2019
A tree-based decoder for neural machine translation
X Wang, H Pham, P Yin, G Neubig
arXiv preprint arXiv:1808.09374, 2018
Reranking for neural semantic parsing
P Yin, G Neubig
Proceedings of the 57th Annual Meeting of the Association for Computational …, 2019
Towards practical open knowledge base canonicalization
TH Wu, Z Wu, B Kao, P Yin
Proceedings of the 27th ACM International Conference on Information and …, 2018
Incorporating external knowledge through pre-training for natural language to code generation
FF Xu, Z Jiang, P Yin, B Vasilescu, G Neubig
arXiv preprint arXiv:2004.09015, 2020
Softmax q-distribution estimation for structured prediction: A theoretical interpretation for raml
X Ma, P Yin, J Liu, G Neubig, E Hovy
arXiv preprint arXiv:1705.07136, 2017
PERQ: Predicting, explaining, and rectifying failed questions in KB-QA systems
Z Wu, B Kao, TH Wu, P Yin, Q Liu
Proceedings of the 13th International Conference on Web Search and Data …, 2020
Improving open information extraction via iterative rank-aware learning
Z Jiang, P Yin, G Neubig
arXiv preprint arXiv:1905.13413, 2019
Compositional Generalization for Neural Semantic Parsing via Span-level Supervised Attention
P Yin, H Fang, G Neubig, A Pauls, EA Platanios, Y Su, S Thomson, ...
Proceedings of the 2021 Conference of the North American Chapter of the …, 2021
Merging weak and active supervision for semantic parsing
A Ni, P Yin, G Neubig
Proceedings of the AAAI Conference on Artificial Intelligence 34 (05), 8536-8543, 2020
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