Fangzheng (Frank) Xu

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Graham NeubigCarnegie Mellon University, All Hands AIVerified email at cs.cmu.edu
Zhengbao JiangCarnegie Mellon UniversityVerified email at cs.cmu.edu
Uri AlonResearch Scientist, Google DeepMindVerified email at google.com
Bill Yuchen LinAllen Institute for AI (AI2)Verified email at allenai.org
Jiawei HanAbel Bliss Professor of Computer Science, University of IllinoisVerified email at cs.uiuc.edu
Kenny Q. ZhuProfessor of Computer Science, University of Texas at ArlingtonVerified email at uta.edu
Shuyan ZhouCarnegie Mellon UniversityVerified email at cs.cmu.edu
Sean (Xiang) RenViterbi Early Career Chair & Associate Professor, University of Southern CaliforniaVerified email at usc.edu
Jun ArakiBosch ResearchVerified email at junaraki.net
Vincent HellendoornCarnegie Mellon UniversityVerified email at cmu.edu
Abishek SridharSnowflake, Carnegie Mellon UniversityVerified email at alumni.cmu.edu
Robert LoCarnegie Mellon UniversityVerified email at cs.cmu.edu
Hao ZhuPhD Student, Carnegie Mellon UniversityVerified email at cmu.edu
Zora Zhiruo WangLanguage Technologies Institute, Carnegie Mellon UniversityVerified email at andrew.cmu.edu
Daniel FriedAssistant professor, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Bogdan VasilescuAssociate Professor at Carnegie Mellon UniversityVerified email at cmu.edu
Jian PengHelixonVerified email at helixon.com
Liyuan LiuMicrosoft ResearchVerified email at illinois.edu
Huan GuiGoogle DeepMindVerified email at illinois.edu
Jingbo ShangAssociate Professor, UC San DiegoVerified email at ucsd.edu

Fangzheng (Frank) Xu

Other namesFrank Xu, Fangzheng Xu, Frank F. Xu

Carnegie Mellon University

Verified email at cs.cmu.edu - Homepage

Natural Language Processing Large Language Models Code Generation Agents


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How can we know what language models know? Z Jiang, FF Xu, J Araki, G Neubig Transactions of the Association for Computational Linguistics 8, 423-438, 2020	1285	2020
A systematic evaluation of large language models of code FF Xu, U Alon, G Neubig, VJ Hellendoorn Proceedings of the 6th ACM SIGPLAN International Symposium on Machine …, 2022	551	2022
Empower sequence labeling with task-aware neural language model L Liu, J Shang, X Ren, F Xu, H Gui, J Peng, J Han Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018	442	2018
Active retrieval augmented generation Z Jiang, FF Xu, L Gao, Z Sun, Q Liu, J Dwivedi-Yu, Y Yang, J Callan, ... arXiv preprint arXiv:2305.06983, 2023	230	2023
Multi-channel bilstm-crf model for emerging named entity recognition in social media BY Lin, FF Xu, Z Luo, K Zhu Proceedings of the 3rd Workshop on Noisy User-generated Text, 160-165, 2017	163	2017
Webarena: A realistic web environment for building autonomous agents S Zhou, FF Xu, H Zhu, X Zhou, R Lo, A Sridhar, X Cheng, T Ou, Y Bisk, ... arXiv preprint arXiv:2307.13854, 2023	157	2023
In-ide code generation from natural language: Promise and challenges FF Xu, B Vasilescu, G Neubig ACM Transactions on Software Engineering and Methodology (TOSEM) 31 (2), 1-47, 2022	143	2022
Docprompting: Generating code by retrieving the docs S Zhou, U Alon, FF Xu, Z Wang, Z Jiang, G Neubig arXiv preprint arXiv:2207.05987, 2022	104*	2022
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	92	2020
Higitclass: Keyword-driven hierarchical classification of github repositories Y Zhang, FF Xu, S Li, Y Meng, X Wang, Q Li, J Han 2019 IEEE International Conference on Data Mining (ICDM), 876-885, 2019	53	2019
Neuro-symbolic language modeling with automaton-augmented retrieval U Alon, F Xu, J He, S Sengupta, D Roth, G Neubig International Conference on Machine Learning, 468-485, 2022	52	2022
AlpacaTag: An active learning-based crowd annotation framework for sequence tagging BY Lin, DH Lee, FF Xu, O Lan, X Ren Proceedings of the 57th Conference of the Association for Computational …, 2019	44	2019
Statelens: A reverse engineering solution for making existing dynamic touchscreens accessible A Guo, J Kong, M Rivera, FF Xu, JP Bigham Proceedings of the 32nd Annual ACM Symposium on User Interface Software and …, 2019	39	2019
Mconala: a benchmark for code generation from multiple natural languages Z Wang, G Cuenca, S Zhou, FF Xu, G Neubig arXiv preprint arXiv:2203.08388, 2022	38	2022
Data-to-text generation with style imitation S Lin, W Wang, Z Yang, X Liang, FF Xu, E Xing, Z Hu arXiv preprint arXiv:1901.09501, 2019	33*	2019
Mining cross-cultural differences and similarities in social media BY Lin, FF Xu, K Zhu, S Hwang Proceedings of the 56th Annual Meeting of the Association for Computational …, 2018	33	2018
Learning structural edits via incremental tree transformations Z Yao, FF Xu, P Yin, H Sun, G Neubig arXiv preprint arXiv:2101.12087, 2021	31	2021
Minimally supervised categorization of text with metadata Y Zhang, Y Meng, J Huang, FF Xu, X Wang, J Han Proceedings of the 43rd International ACM SIGIR Conference on Research and …, 2020	31	2020
Automatic extraction of commonsense locatednear knowledge FF Xu, BY Lin, KQ Zhu arXiv preprint arXiv:1711.04204, 2017	29	2017
Cross-region traffic prediction for china on openstreetmap FF Xu, BY Lin, Q Lu, Y Huang, KQ Zhu Proceedings of the 9th ACM SIGSPATIAL International Workshop on …, 2016	25	2016

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