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Pengcheng Yin
Pengcheng Yin
Google Deepmind
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Title
Cited by
Cited by
Year
Palm: Scaling language modeling with pathways
A Chowdhery, S Narang, J Devlin, M Bosma, G Mishra, A Roberts, ...
Journal of Machine Learning Research 24 (240), 1-113, 2023
51432023
Gemini: a family of highly capable multimodal models
G Team, R Anil, S Borgeaud, JB Alayrac, J Yu, R Soricut, J Schalkwyk, ...
arXiv preprint arXiv:2312.11805, 2023
22172023
Palm 2 technical report
R Anil, AM Dai, O Firat, M Johnson, D Lepikhin, A Passos, S Shakeri, ...
arXiv preprint arXiv:2305.10403, 2023
14382023
A syntactic neural model for general-purpose code generation
P Yin, G Neubig
ACL 2017, 2017
8182017
TaBERT: Pretraining for Joint Understanding of Textual and Tabular Data
P Yin, G Neubig, W Yih, S Riedel
ACL 2020, 2020
5712020
Dynet: The dynamic neural network toolkit
G Neubig, C Dyer, Y Goldberg, A Matthews, W Ammar, A Anastasopoulos, ...
arXiv preprint arXiv:1701.03980, 2017
456*2017
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
3252018
Tranx: A transition-based neural abstract syntax parser for semantic parsing and code generation
P Yin, G Neubig
EMNLP 2018 (Demo Track), 2018
2552018
Unifiedskg: Unifying and multi-tasking structured knowledge grounding with text-to-text language models
T Xie, CH Wu, P Shi, R Zhong, T Scholak, M Yasunaga, CS Wu, M Zhong, ...
arXiv preprint arXiv:2201.05966, 2022
1962022
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
1352019
Learning to represent edits
P Yin, G Neubig, M Allamanis, M Brockschmidt, AL Gaunt
ICLR 2019, 2018
1332018
Retrieval-based neural code generation
SA Hayati, R Olivier, P Avvaru, P Yin, A Tomasic, G Neubig
arXiv preprint arXiv:1808.10025, 2018
1292018
Neural enquirer: Learning to query tables with natural language
P Yin, Z Lu, H Li, B Kao
arXiv preprint arXiv:1512.00965, 2015
1262015
StructVAE: Tree-structured latent variable models for semi-supervised semantic parsing
P Yin, C Zhou, J He, G Neubig
ACL 2018, 2018
1242018
Palm: Scaling language modeling with pathways. arXiv 2022
A Chowdhery, S Narang, J Devlin, M Bosma, G Mishra, A Roberts, ...
arXiv preprint arXiv:2204.02311 10, 2022
1152022
Lingpeng Kong, Rui Zhang, Noah A. Smith, Luke Zettlemoyer, and Tao Yu. 2022. UnifiedSKG: Unifying and multi-tasking structured knowledge grounding with text-to-text language models
T Xie, CH Wu, P Shi, R Zhong, T Scholak, M Yasunaga, CS Wu, M Zhong, ...
Proceedings of the 2022 Conference on Empirical Methods in Natural Language …, 2022
1142022
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
972015
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
952020
SQL-PaLM: Improved Large Language Model Adaptation for Text-to-SQL (extended)
R Sun, SÖ Arik, A Muzio, L Miculicich, S Gundabathula, P Yin, H Dai, ...
arXiv preprint arXiv:2306.00739, 2023
752023
Reranking for neural semantic parsing
P Yin, G Neubig
Proceedings of the 57th annual meeting of the association for computational …, 2019
752019
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