Jian-Guang Lou

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 144

Top Venues

Publications

Yuyan Chen, Qiang Fu, Ge Fan, Lun Du, Jian-Guang Lou, Shi Han, Dongmei Zhang, Zhixu Li, Yanghua Xiao
Hadamard Adapter: An Extreme Parameter-Efficient Adapter Tuning Method for Pre-trained Language Models. CoRR (2024)
Weihao Zeng, Can Xu, Yingxiu Zhao, Jian-Guang Lou, Weizhu Chen
Automatic Instruction Evolving for Large Language Models. CoRR (2024)
Jinyang Li, Nan Huo, Yan Gao, Jiayi Shi, Yingxiu Zhao, Ge Qu, Yurong Wu, Chenhao Ma, Jian-Guang Lou, Reynold Cheng
Tapilot-Crossing: Benchmarking and Evolving LLMs Towards Interactive Data Analysis Agents. CoRR (2024)
Zhehao Zhang, Yan Gao, Jian-Guang Lou
E⁵: Zero-shot Hierarchical Table Analysis using Augmented LLMs via Explain, Extract, Execute, Exhibit and Extrapolate. NAACL-HLT (2024)
Shengnan An, Zexiong Ma, Zeqi Lin, Nanning Zheng, Jian-Guang Lou
Make Your LLM Fully Utilize the Context. CoRR (2024)
Xinyu Zhu, Cheng Yang, Bei Chen, Siheng Li, Jian-Guang Lou, Yujiu Yang
Question Answering as Programming for Solving Time-Sensitive Questions. CoRR (2023)
Jian Wu, Yicheng Xu, Yan Gao, Jian-Guang Lou, Börje Karlsson, Manabu Okumura
TACR: A Table Alignment-based Cell Selection Method for HybridQA. ACL (Findings) (2023)
Fengji Zhang, Bei Chen, Yue Zhang, Jacky Keung, Jin Liu, Daoguang Zan, Yi Mao, Jian-Guang Lou, Weizhu Chen
RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation. EMNLP (2023)
Longxu Dou, Yan Gao, Mingyang Pan, Dingzirui Wang, Wanxiang Che, Dechen Zhan, Jian-Guang Lou
MultiSpider: Towards Benchmarking Multilingual Text-to-SQL Semantic Parsing. AAAI (2023)
Yan Liu, Yan Gao, Zhe Su, Xiaokang Chen, Elliott Ash, Jian-Guang Lou
Uncovering and Categorizing Social Biases in Text-to-SQL. CoRR (2023)
Shengnan An, Zeqi Lin, Qiang Fu, Bei Chen, Nanning Zheng, Jian-Guang Lou, Dongmei Zhang
How Do In-Context Examples Affect Compositional Generalization? CoRR (2023)
Yan Liu, Yan Gao, Zhe Su, Xiaokang Chen, Elliott Ash, Jian-Guang Lou
Uncovering and Categorizing Social Biases in Text-to-SQL. ACL (1) (2023)
Shengnan An, Zeqi Lin, Bei Chen, Qiang Fu, Nanning Zheng, Jian-Guang Lou
Does Deep Learning Learn to Abstract? A Systematic Probing Framework. ICLR (2023)
Shengnan An, Bo Zhou, Zeqi Lin, Qiang Fu, Bei Chen, Nanning Zheng, Weizhu Chen, Jian-Guang Lou
Skill-Based Few-Shot Selection for In-Context Learning. EMNLP (2023)
Junyi Zhang, Jiaqi Guo, Shizhao Sun, Jian-Guang Lou, Dongmei Zhang
LayoutDiffusion: Improving Graphic Layout Generation by Discrete Diffusion Probabilistic Models. CoRR (2023)
Zhaoyun Jiang, Jiaqi Guo, Shizhao Sun, Huayu Deng, Zhongkai Wu, Vuksan Mijovic, Zijiang James Yang, Jian-Guang Lou, Dongmei Zhang
LayoutFormer++: Conditional Graphic Layout Generation via Constraint Serialization and Decoding Space Restriction. CVPR (2023)
Jiawei Lin, Jiaqi Guo, Shizhao Sun, Zijiang Yang, Jian-Guang Lou, Dongmei Zhang
LayoutPrompter: Awaken the Design Ability of Large Language Models. NeurIPS (2023)
Longxu Dou, Yan Gao, Mingyang Pan, Dingzirui Wang, Wanxiang Che, Jian-Guang Lou, Dechen Zhan
UniSAr: a unified structure-aware autoregressive language model for text-to-SQL semantic parsing. Int. J. Mach. Learn. Cybern. 14 (12) (2023)
Zhenwen Li, Jian-Guang Lou, Tao Xie
Data Transformation to Construct a Dataset for Generating Entity-Relationship Model from Natural Language. CoRR (2023)
Danqing Huang, Jiaqi Guo, Shizhao Sun, Hanling Tian, Jieru Lin, Zheng Hu, Chin-Yew Lin, Jian-Guang Lou, Dongmei Zhang
A Survey for Graphic Design Intelligence. CoRR (2023)
Xinyu Zhu, Cheng Yang, Bei Chen, Siheng Li, Jian-Guang Lou, Yujiu Yang
Question Answering as Programming for Solving Time-Sensitive Questions. EMNLP (2023)
Junren Li, Lei Fang, Jian-Guang Lou
Retro-BLEU: Quantifying Chemical Plausibility of Retrosynthesis Routes through Reaction Template Sequence Analysis. CoRR (2023)
Junren Li, Lei Fang, Jian-Guang Lou
RetroRanker: leveraging reaction changes to improve retrosynthesis prediction through re-ranking. J. Cheminformatics 15 (1) (2023)
Shengnan An, Bo Zhou, Zeqi Lin, Qiang Fu, Bei Chen, Nanning Zheng, Weizhu Chen, Jian-Guang Lou
Skill-Based Few-Shot Selection for In-Context Learning. CoRR (2023)
Jian Wu, Yicheng Xu, Yan Gao, Jian-Guang Lou, Börje F. Karlsson, Manabu Okumura
TACR: A Table-alignment-based Cell-selection and Reasoning Model for Hybrid Question-Answering. CoRR (2023)
Yifei Li, Zeqi Lin, Shizhuo Zhang, Qiang Fu, Bei Chen, Jian-Guang Lou, Weizhu Chen
Making Language Models Better Reasoners with Step-Aware Verifier. ACL (1) (2023)
Jiawei Lin, Jiaqi Guo, Shizhao Sun, Weijiang Xu, Ting Liu, Jian-Guang Lou, Dongmei Zhang
A Parse-Then-Place Approach for Generating Graphic Layouts from Textual Descriptions. ICCV (2023)
Sungmin Kang, Bei Chen, Shin Yoo, Jian-Guang Lou
Explainable Automated Debugging via Large Language Model-driven Scientific Debugging. CoRR (2023)
Shengnan An, Zeqi Lin, Qiang Fu, Bei Chen, Nanning Zheng, Jian-Guang Lou, Dongmei Zhang
How Do In-Context Examples Affect Compositional Generalization? ACL (1) (2023)
Longxu Dou, Yan Gao, Xuqi Liu, Mingyang Pan, Dingzirui Wang, Wanxiang Che, Dechen Zhan, Min-Yen Kan, Jian-Guang Lou
Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge. CoRR (2023)
Yuyan Chen, Qiang Fu, Ge Fan, Lun Du, Jian-Guang Lou, Shi Han, Dongmei Zhang, Zhixu Li, Yanghua Xiao
Hadamard Adapter: An Extreme Parameter-Efficient Adapter Tuning Method for Pre-trained Language Models. CIKM (2023)
Jiawei Lin, Jiaqi Guo, Shizhao Sun, Weijiang Xu, Ting Liu, Jian-Guang Lou, Dongmei Zhang
A Parse-Then-Place Approach for Generating Graphic Layouts from Textual Descriptions. CoRR (2023)
Zhehao Zhang, Xitao Li, Yan Gao, Jian-Guang Lou
CRT-QA: A Dataset of Complex Reasoning Question Answering over Tabular Data. EMNLP (2023)
Shengnan An, Zexiong Ma, Zeqi Lin, Nanning Zheng, Jian-Guang Lou, Weizhu Chen
Learning From Mistakes Makes LLM Better Reasoner. CoRR (2023)
Junyi Zhang, Jiaqi Guo, Shizhao Sun, Jian-Guang Lou, Dongmei Zhang
LayoutDiffusion: Improving Graphic Layout Generation by Discrete Diffusion Probabilistic Models. ICCV (2023)
Yucheng Zhou, Xiubo Geng, Tao Shen, Chongyang Tao, Guodong Long, Jian-Guang Lou, Jianbing Shen
Thread of Thought Unraveling Chaotic Contexts. CoRR (2023)
Bei Chen, Fengji Zhang, Anh Nguyen, Daoguang Zan, Zeqi Lin, Jian-Guang Lou, Weizhu Chen
CodeT: Code Generation with Generated Tests. ICLR (2023)
Daoguang Zan, Bei Chen, Fengji Zhang, Dianjie Lu, Bingchao Wu, Bei Guan, Yongji Wang, Jian-Guang Lou
Large Language Models Meet NL2Code: A Survey. ACL (1) (2023)
Yan Liu, Xiaokang Chen, Yan Gao, Zhe Su, Fengji Zhang, Daoguang Zan, Jian-Guang Lou, Pin-Yu Chen, Tsung-Yi Ho
Uncovering and Quantifying Social Biases in Code Generation. NeurIPS (2023)
Fengji Zhang, Bei Chen, Yue Zhang, Jin Liu, Daoguang Zan, Yi Mao, Jian-Guang Lou, Weizhu Chen
RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation. CoRR (2023)
Jiawei Lin, Jiaqi Guo, Shizhao Sun, Zijiang James Yang, Jian-Guang Lou, Dongmei Zhang
LayoutPrompter: Awaken the Design Ability of Large Language Models. CoRR (2023)
Bing Wang, Yan Gao, Zhoujun Li, Jian-Guang Lou
Know What I don't Know: Handling Ambiguous and Unknown Questions for Text-to-SQL. ACL (Findings) (2023)
Shengnan An, Zeqi Lin, Bei Chen, Qiang Fu, Nanning Zheng, Jian-Guang Lou
Does Deep Learning Learn to Abstract? A Systematic Probing Framework. CoRR (2023)
Yan Liu, Xiaokang Chen, Yan Gao, Zhe Su, Fengji Zhang, Daoguang Zan, Jian-Guang Lou, Pin-Yu Chen, Tsung-Yi Ho
Uncovering and Quantifying Social Biases in Code Generation. CoRR (2023)
Daoguang Zan, Bei Chen, Dejian Yang, Zeqi Lin, Minsu Kim, Bei Guan, Yongji Wang, Weizhu Chen, Jian-Guang Lou
CERT: Continual Pre-Training on Sketches for Library-Oriented Code Generation. CoRR (2022)
Xinyu Pi, Qian Liu, Bei Chen, Morteza Ziyadi, Zeqi Lin, Qiang Fu, Yan Gao, Jian-Guang Lou, Weizhu Chen
Reasoning Like Program Executors. EMNLP (2022)
Zhoujun Cheng, Haoyu Dong, Zhiruo Wang, Ran Jia, Jiaqi Guo, Yan Gao, Shi Han, Jian-Guang Lou, Dongmei Zhang
HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation. ACL (1) (2022)
Longxu Dou, Yan Gao, Xuqi Liu, Mingyang Pan, Dingzirui Wang, Wanxiang Che, Dechen Zhan, Min-Yen Kan, Jian-Guang Lou
Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge. EMNLP (2022)
Daoguang Zan, Bei Chen, Zeqi Lin, Bei Guan, Yongji Wang, Jian-Guang Lou
When Language Model Meets Private Library. EMNLP (Findings) (2022)
Zhi Chen, Lu Chen, Bei Chen, Libo Qin, Yuncong Liu, Su Zhu, Jian-Guang Lou, Kai Yu
UniDU: Towards A Unified Generative Dialogue Understanding Framework. SIGDIAL (2022)
Zhenming Li, Ying Wang, Zeqi Lin, Shing-Chi Cheung, Jian-Guang Lou
Nufix: Escape From NuGet Dependency Maze. ICSE (2022)
Xinyu Pi, Bing Wang, Yan Gao, Jiaqi Guo, Zhoujun Li, Jian-Guang Lou
Towards Robustness of Text-to-SQL Models Against Natural and Realistic Adversarial Table Perturbation. ACL (1) (2022)
Daoguang Zan, Bei Chen, Fengji Zhang, Dianjie Lu, Bingchao Wu, Bei Guan, Yongji Wang, Jian-Guang Lou
When Neural Model Meets NL2Code: A Survey. CoRR (2022)
Shuyue Li, Jiaqi Guo, Jian-Guang Lou, Ming Fan, Ting Liu, Dongmei Zhang
Testing Machine Learning Systems in Industry: An Empirical Study. ICSE (SEIP) (2022)
Shuyue Li, Jiaqi Guo, Yan Gao, Jian-Guang Lou, Dejian Yang, Yan Xiao, Yadong Zhou, Ting Liu
How to manage a task-oriented virtual assistant software project: an experience report. Frontiers Inf. Technol. Electron. Eng. 23 (5) (2022)
Libo Qin, Qiguang Chen, Tianbao Xie, Qixin Li, Jian-Guang Lou, Wanxiang Che, Min-Yen Kan
GL-CLeF: A Global-Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding. ACL (1) (2022)
Zhi Chen, Jijia Bao, Lu Chen, Yuncong Liu, Da Ma, Bei Chen, Mengyue Wu, Su Zhu, Jian-Guang Lou, Kai Yu
DialogZoo: Large-Scale Dialog-Oriented Task Learning. CoRR (2022)
Xinyu Pi, Wanjun Zhong, Yan Gao, Nan Duan, Jian-Guang Lou
LogiGAN: Learning Logical Reasoning via Adversarial Pre-training. CoRR (2022)
Zhi Chen, Bei Chen, Lu Chen, Kai Yu, Jian-Guang Lou
AdapterShare: Task Correlation Modeling with Adapter Differentiation. EMNLP (2022)
Qian Liu, Bei Chen, Jiaqi Guo, Morteza Ziyadi, Zeqi Lin, Weizhu Chen, Jian-Guang Lou
TAPEX: Table Pre-training via Learning a Neural SQL Executor. ICLR (2022)
Bing Wang, Yan Gao, Zhoujun Li, Jian-Guang Lou
Know What I don't Know: Handling Ambiguous and Unanswerable Questions for Text-to-SQL. CoRR (2022)
Bei Chen, Fengji Zhang, Anh Nguyen, Daoguang Zan, Zeqi Lin, Jian-Guang Lou, Weizhu Chen
CodeT: Code Generation with Generated Tests. CoRR (2022)
Shengnan An, Yifei Li, Zeqi Lin, Qian Liu, Bei Chen, Qiang Fu, Weizhu Chen, Nanning Zheng, Jian-Guang Lou
Input-Tuning: Adapting Unfamiliar Inputs to Frozen Pretrained Models. CoRR (2022)
Qi Shi, Qian Liu, Bei Chen, Yu Zhang, Ting Liu, Jian-Guang Lou
LEMON: Language-Based Environment Manipulation via Execution-Guided Pre-training. EMNLP (Findings) (2022)
Daoguang Zan, Bei Chen, Zeqi Lin, Bei Guan, Yongji Wang, Jian-Guang Lou
When Language Model Meets Private Library. CoRR (2022)
Qi Shi, Qian Liu, Bei Chen, Yu Zhang, Ting Liu, Jian-Guang Lou
LEMON: Language-Based Environment Manipulation via Execution-Guided Pre-training. CoRR (2022)
Daoguang Zan, Bei Chen, Dejian Yang, Zeqi Lin, Minsu Kim, Bei Guan, Yongji Wang, Weizhu Chen, Jian-Guang Lou
CERT: Continual Pre-training on Sketches for Library-oriented Code Generation. IJCAI (2022)
Longxu Dou, Yan Gao, Mingyang Pan, Dingzirui Wang, Wanxiang Che, Dechen Zhan, Jian-Guang Lou
MultiSpider: Towards Benchmarking Multilingual Text-to-SQL Semantic Parsing. CoRR (2022)
Zhi Chen, Lu Chen, Bei Chen, Libo Qin, Yuncong Liu, Su Zhu, Jian-Guang Lou, Kai Yu
UniDU: Towards A Unified Generative Dialogue Understanding Framework. CoRR (2022)
Libo Qin, Qiguang Chen, Tianbao Xie, Qixin Li, Jian-Guang Lou, Wanxiang Che, Min-Yen Kan
GL-CLeF: A Global-Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding. CoRR (2022)
Xinyu Pi, Qian Liu, Bei Chen, Morteza Ziyadi, Zeqi Lin, Yan Gao, Qiang Fu, Jian-Guang Lou, Weizhu Chen
Reasoning Like Program Executors. CoRR (2022)
Zhaoyun Jiang, Shizhao Sun, Jihua Zhu, Jian-Guang Lou, Dongmei Zhang
Coarse-to-Fine Generative Modeling for Graphic Layouts. AAAI (2022)
Xinyu Pi, Bing Wang, Yan Gao, Jiaqi Guo, Zhoujun Li, Jian-Guang Lou
Towards Robustness of Text-to-SQL Models Against Natural and Realistic Adversarial Table Perturbation. CoRR (2022)
Yifei Li, Zeqi Lin, Shizhuo Zhang, Qiang Fu, Bei Chen, Jian-Guang Lou, Weizhu Chen
On the Advance of Making Language Models Better Reasoners. CoRR (2022)
Longxu Dou, Yan Gao, Mingyang Pan, Dingzirui Wang, Jian-Guang Lou, Wanxiang Che, Dechen Zhan
UniSAr: A Unified Structure-Aware Autoregressive Language Model for Text-to-SQL. CoRR (2022)
Zhaoyun Jiang, Huayu Deng, Zhongkai Wu, Jiaqi Guo, Shizhao Sun, Vuksan Mijovic, Zijiang Yang, Jian-Guang Lou, Dongmei Zhang
UniLayout: Taming Unified Sequence-to-Sequence Transformers for Graphic Layout Generation. CoRR (2022)
Xinyu Pi, Wanjun Zhong, Yan Gao, Nan Duan, Jian-Guang Lou
LogiGAN: Learning Logical Reasoning via Adversarial Pre-training. NeurIPS (2022)
Zhenwen Li, Jiaqi Guo, Qian Liu, Jian-Guang Lou, Tao Xie
Exploring the Secrets Behind the Learning Difficulty of Meaning Representations for Semantic Parsing. EMNLP (2022)
Chenyao Liu, Shengnan An, Zeqi Lin, Qian Liu, Bei Chen, Jian-Guang Lou, Lijie Wen, Nanning Zheng, Dongmei Zhang
Learning Algebraic Recombination for Compositional Generalization. ACL/IJCNLP (Findings) (2021)
Jiaqi Guo, Jian-Guang Lou, Ting Liu, Dongmei Zhang
Weakly Supervised Semantic Parsing by Learning from Mistakes. EMNLP (Findings) (2021)
Tongliang Li, Lei Fang, Jian-Guang Lou, Zhoujun Li
TWT: Table with Written Text for Controlled Data-to-Text Generation. EMNLP (Findings) (2021)
Zhoujun Cheng, Haoyu Dong, Zhiruo Wang, Ran Jia, Jiaqi Guo, Yan Gao, Shi Han, Jian-Guang Lou, Dongmei Zhang
HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation. CoRR (2021)
Chunyao Qian, Shizhao Sun, Weiwei Cui, Jian-Guang Lou, Haidong Zhang, Dongmei Zhang
Retrieve-Then-Adapt: Example-based Automatic Generation for Proportion-related Infographics. IEEE Trans. Vis. Comput. Graph. 27 (2) (2021)
Qian Liu, Dejian Yang, Jiahui Zhang, Jiaqi Guo, Bin Zhou, Jian-Guang Lou
Awakening Latent Grounding from Pretrained Language Models for Semantic Parsing. ACL/IJCNLP (Findings) (2021)
Shuang Chen, Qian Liu, Zhiwei Yu, Chin-Yew Lin, Jian-Guang Lou, Feng Jiang
ReTraCk: A Flexible and Efficient Framework for Knowledge Base Question Answering. ACL (demo) (2021)
Chenyao Liu, Shengnan An, Zeqi Lin, Qian Liu, Bei Chen, Jian-Guang Lou, Lijie Wen, Nanning Zheng, Dongmei Zhang
Learning Algebraic Recombination for Compositional Generalization. CoRR (2021)
Qian Liu, Dejian Yang, Jiahui Zhang, Jiaqi Guo, Bin Zhou, Jian-Guang Lou
Awakening Latent Grounding from Pretrained Language Models for Semantic Parsing. CoRR (2021)
Tongliang Li, Lei Fang, Jian-Guang Lou, Zhoujun Li, Dongmei Zhang
AnaSearch: Extract, Retrieve and Visualize Structured Results from Unstructured Text for Analytical Queries. WSDM (2021)
Yuntao Li, Bei Chen, Qian Liu, Yan Gao, Jian-Guang Lou, Yan Zhang, Dongmei Zhang
Keep the Structure: A Latent Shift-Reduce Parser for Semantic Parsing. IJCAI (2021)
Qian Liu, Bei Chen, Jiaqi Guo, Zeqi Lin, Jian-Guang Lou
TAPEX: Table Pre-training via Learning a Neural SQL Executor. CoRR (2021)
Lei Fang, Jian-Guang Lou
Part & Whole Extraction: Towards A Deep Understanding of Quantitative Facts for Percentages in Text. CoRR (2021)
Chenyao Liu, Zeqi Lin, Jian-Guang Lou, Lijie Wen, Dongmei Zhang
Can Neural Clone Detection Generalize to Unseen Functionalitiesƒ. ASE (2021)
Jiaqi Guo, Ziliang Si, Yu Wang, Qian Liu, Ming Fan, Jian-Guang Lou, Zijiang Yang, Ting Liu
Chase: A Large-Scale and Pragmatic Chinese Dataset for Cross-Database Context-Dependent Text-to-SQL. ACL/IJCNLP (1) (2021)
Yinuo Guo, Hualei Zhu, Zeqi Lin, Bei Chen, Jian-Guang Lou, Dongmei Zhang
Revisiting Iterative Back-Translation from the Perspective of Compositional Generalization. AAAI (2021)
Yinuo Guo, Zeqi Lin, Jian-Guang Lou, Dongmei Zhang
Iterative Utterance Segmentation for Neural Semantic Parsing. AAAI (2021)
Kunrui Zhu, Yan Gao, Jiaqi Guo, Jian-Guang Lou
Translating Headers of Tabular Data: A Pilot Study of Schema Translation. EMNLP (1) (2021)
Qian Liu, Yihong Chen, Bei Chen, Jian-Guang Lou, Zixuan Chen, Bin Zhou, Dongmei Zhang
You Impress Me: Dialogue Generation via Mutual Persona Perception. CoRR (2020)
Yu Zeng, Yan Gao, Jiaqi Guo, Bei Chen, Qian Liu, Jian-Guang Lou, Fei Teng, Dongmei Zhang
RECPARSER: A Recursive Semantic Parsing Framework for Text-to-SQL Task. IJCAI (2020)
Qian Liu, Bei Chen, Jiaqi Guo, Jian-Guang Lou, Bin Zhou, Dongmei Zhang
How Far are We from Effective Context Modeling ? An Exploratory Study on Semantic Parsing in Context. CoRR (2020)
Qian Liu, Shengnan An, Jian-Guang Lou, Bei Chen, Zeqi Lin, Yan Gao, Bin Zhou, Nanning Zheng, Dongmei Zhang
Compositional Generalization by Learning Analytical Expressions. CoRR (2020)

Jian-Guang Lou.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Jian-Guang Lou