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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

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* EMNLP 2022 Findings 

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UniLayout: Taming Unified Sequence-to-Sequence Transformers for Graphic Layout Generation


Aug 17, 2022
Zhaoyun Jiang, Huayu Deng, Zhongkai Wu, Jiaqi Guo, Shizhao Sun, Vuksan Mijovic, Zijiang Yang, Jian-Guang Lou, Dongmei Zhang

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* 28 pages, under review 

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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

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* 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

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* Work in Progress 

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LogiGAN: Learning Logical Reasoning via Adversarial Pre-training


May 18, 2022
Xinyu Pi, Wanjun Zhong, Yan Gao, Nan Duan, Jian-Guang Lou

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* 19 pages 

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GL-CLeF: A Global-Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding


Apr 18, 2022
Libo Qin, Qiguang Chen, Tianbao Xie, Qixin Li, Jian-Guang Lou, Wanxiang Che, Min-Yen Kan

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* Accepted at ACL2022 Main Conference 

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UniSAr: A Unified Structure-Aware Autoregressive Language Model for Text-to-SQL


Apr 13, 2022
Longxu Dou, Yan Gao, Mingyang Pan, Dingzirui Wang, Wanxiang Che, Dechen Zhan, Jian-Guang Lou

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* Codes and checkpoints are available at https://github.com/microsoft/ContextualSP/tree/master/unified_parser_text_to_sql 

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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

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* 13 pages, 9 figures 

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