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When Language Model Meets Private Library


Oct 31, 2022
Daoguang Zan, Bei Chen, Zeqi Lin, Bei Guan, Yongji Wang, Jian-Guang Lou

* EMNLP 2022 Findings 

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CodeT: Code Generation with Generated Tests


Jul 21, 2022
Bei Chen, Fengji Zhang, Anh Nguyen, Daoguang Zan, Zeqi Lin, Jian-Guang Lou, Weizhu Chen


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CERT: Continual Pre-Training on Sketches for Library-Oriented Code Generation


Jun 14, 2022
Daoguang Zan, Bei Chen, Dejian Yang, Zeqi Lin, Minsu Kim, Bei Guan, Yongji Wang, Weizhu Chen, Jian-Guang Lou

* Accepted for publication at IJCAI-ECAI 2022 

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On the Advance of Making Language Models Better Reasoners


Jun 07, 2022
Yifei Li, Zeqi Lin, Shizhuo Zhang, Qiang Fu, Bei Chen, Jian-Guang Lou, Weizhu Chen


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DialogZoo: Large-Scale Dialog-Oriented Task Learning


May 25, 2022
Zhi Chen, Jijia Bao, Lu Chen, Yuncong Liu, Da Ma, Bei Chen, Mengyue Wu, Su Zhu, Jian-Guang Lou, Kai Yu

* Work in Progress 

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UniDU: Towards A Unified Generative Dialogue Understanding Framework


Apr 10, 2022
Zhi Chen, Lu Chen, Bei Chen, Libo Qin, Yuncong Liu, Su Zhu, Jian-Guang Lou, Kai Yu

* 13 pages, 9 figures 

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Input-Tuning: Adapting Unfamiliar Inputs to Frozen Pretrained Models


Mar 07, 2022
Shengnan An, Yifei Li, Zeqi Lin, Qian Liu, Bei Chen, Qiang Fu, Weizhu Chen, Nanning Zheng, Jian-Guang Lou


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Reasoning Like Program Executors


Jan 27, 2022
Xinyu Pi, Qian Liu, Bei Chen, Morteza Ziyadi, Zeqi Lin, Yan Gao, Qiang Fu, Jian-Guang Lou, Weizhu Chen

* Work in progress.The first two authors contributed equally 

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LEMON: Language-Based Environment Manipulation via Execution-Guided Pre-training


Jan 20, 2022
Qi Shi, Qian Liu, Bei Chen, Yu Zhang, Ting Liu, Jian-Guang Lou


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TAPEX: Table Pre-training via Learning a Neural SQL Executor


Jul 16, 2021
Qian Liu, Bei Chen, Jiaqi Guo, Zeqi Lin, Jian-guang Lou

* Work in progress, the project homepage is at https://table-pretraining.github.io/ 

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