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DocCoder: Generating Code by Retrieving and Reading Docs


Jul 13, 2022
Shuyan Zhou, Uri Alon, Frank F. Xu, Zhengbao JIang, Graham Neubig


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MCoNaLa: A Benchmark for Code Generation from Multiple Natural Languages


Mar 16, 2022
Zhiruo Wang, Grace Cuenca, Shuyan Zhou, Frank F. Xu, Graham Neubig


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A Systematic Evaluation of Large Language Models of Code


Mar 01, 2022
Frank F. Xu, Uri Alon, Graham Neubig, Vincent J. Hellendoorn


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Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval


Jan 28, 2022
Uri Alon, Frank F. Xu, Junxian He, Sudipta Sengupta, Dan Roth, Graham Neubig


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Capturing Structural Locality in Non-parametric Language Models


Oct 06, 2021
Frank F. Xu, Junxian He, Graham Neubig, Vincent J. Hellendoorn


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Learning Structural Edits via Incremental Tree Transformations


Jan 28, 2021
Ziyu Yao, Frank F. Xu, Pengcheng Yin, Huan Sun, Graham Neubig

* ICLR 2021 

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Minimally Supervised Categorization of Text with Metadata


Jun 02, 2020
Yu Zhang, Yu Meng, Jiaxin Huang, Frank F. Xu, Xuan Wang, Jiawei Han

* 10 pages; Accepted to SIGIR 2020 

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A Benchmark for Structured Procedural Knowledge Extraction from Cooking Videos


May 02, 2020
Frank F. Xu, Lei Ji, Botian Shi, Junyi Du, Graham Neubig, Yonatan Bisk, Nan Duan


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Incorporating External Knowledge through Pre-training for Natural Language to Code Generation


Apr 20, 2020
Frank F. Xu, Zhengbao Jiang, Pengcheng Yin, Bogdan Vasilescu, Graham Neubig

* Accepted by ACL 2020 

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