Junyi Li

Most-cited papers

A Survey of Large Language Models
W. Zhao, Kun Zhou, Junyi Li, Tianyi Tang +19 more
2023Frontiers Comput. Sci.5,169 citations Open access
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HaluEval: A Large-Scale Hallucination Evaluation Benchmark for Large Language Models
Junyi Li, Xiao-Xue Cheng, W. Zhao, Jian-Yun Nie +1 more
2023Conference on Empirical Methods in Natural Language Processing596 citations Open access
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CLUE: A Chinese Language Understanding Evaluation Benchmark
Liang Xu, Xuanwei Zhang, Lu Li, Hai Hu +27 more
2020International Conference on Computational Linguistics480 citations Open access
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Pre-Trained Language Models for Text Generation: A Survey
Junyi Li, Tianyi Tang, W. Zhao, Jian-Yun Nie +1 more
2022ACM Computing Surveys341 citations Open access
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A Survey of Vision-Language Pre-Trained Models
Yifan Du, Zi-Kang Liu, Junyi Li, W. Zhao
2022International Joint Conference on Artificial Intelligence286 citations Open access
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Designing a mobile broadband wireless access network
R. Laroia, S. Uppala, Junyi Li
2004IEEE Signal Processing Magazine98 citations
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Pretrained Language Model for Text Generation: A Survey
Junyi Li, Tianyi Tang, W. Zhao, Ji-Rong Wen
2021International Joint Conference on Artificial Intelligence88 citations Open access
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Spatially Adaptive Self-Supervised Learning for Real-World Image Denoising
Junyi Li, Zhi-Lu Zhang, Xiao-Yu Liu, Chao-Yu Feng +3 more
2023Computer Vision and Pattern Recognition86 citations Open access
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A Survey on Long Text Modeling with Transformers
Zican Dong, Tianyi Tang, Junyi Li, W. Zhao
2023arXiv.org77 citations Open access
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BAMBOO: A Comprehensive Benchmark for Evaluating Long Text Modeling Capacities of Large Language Models
Zican Dong, Tianyi Tang, Junyi Li, W. Zhao +1 more
2023International Conference on Language Resources and Evaluation61 citations Open access
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REAR: A Relevance-Aware Retrieval-Augmented Framework for Open-Domain Question Answering
Yu-Hao Wang, Ruiyang Ren, Junyi Li, Xin Zhao +2 more
2024Conference on Empirical Methods in Natural Language Processing52 citations
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NTIRE 2023 Challenge on 360° Omnidirectional Image and Video Super-Resolution: Datasets, Methods and Results
Ming Cao, Chong Mou, Fang Yu, Xintao Wang +50 more
20232023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)48 citations
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Learning to Transfer Prompts for Text Generation
Junyi Li, Tianyi Tang, Jian-Yun Nie, Ji-Rong Wen +1 more
2022North American Chapter of the Association for Computational Linguistics44 citations Open access
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Think More, Hallucinate Less: Mitigating Hallucinations via Dual Process of Fast and Slow Thinking
Xiao-Xue Cheng, Junyi Li, W. Zhao, Jiahui Wen
2025Annual Meeting of the Association for Computational Linguistics37 citations
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Exploring Context Window of Large Language Models via Decomposed Positional Vectors
Zican Dong, Junyi Li, Xin Men, W. Zhao +4 more
2024Neural Information Processing Systems37 citations
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MVP: Multi-task Supervised Pre-training for Natural Language Generation
Tianyi Tang, Junyi Li, W. Zhao, Ji-Rong Wen
2022Annual Meeting of the Association for Computational Linguistics33 citations Open access
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ChainLM: Empowering Large Language Models with Improved Chain-of-Thought Prompting
Xiao-Xue Cheng, Junyi Li, W. Zhao, Ji-Rong Wen
2024International Conference on Language Resources and Evaluation32 citations
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Zero-shot Visual Question Answering with Language Model Feedback
Yifan Du, Junyi Li, Tianyi Tang, W. Zhao +1 more
2023Annual Meeting of the Association for Computational Linguistics32 citations Open access
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Small Agent Can Also Rock! Empowering Small Language Models as Hallucination Detector
Xiao-Xue Cheng, Junyi Li, Xin Zhao, Hong-Zhi Zhang +4 more
2024Conference on Empirical Methods in Natural Language Processing29 citations
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A Survey of Pretrained Language Models Based Text Generation
Junyi Li, Tianyi Tang, W. Zhao, Jian-Yun Nie +1 more
2022arXiv.org27 citations
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Multi-Category Decomposition Editing Network for the Accurate Visual Inspection of Texture Defects
Hua Yang, He Zhu, Junyi Li, Jian-Kui Chen +1 more
2024IEEE Transactions on Automation Science and Engineering24 citations
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ELMER: A Non-Autoregressive Pre-trained Language Model for Efficient and Effective Text Generation
Junyi Li, Tianyi Tang, W. Zhao, Jian-Yun Nie +1 more
2022Conference on Empirical Methods in Natural Language Processing22 citations Open access
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Context-Tuning: Learning Contextualized Prompts for Natural Language Generation
Tianyi Tang, Junyi Li, W. Zhao, Ji-Rong Wen
2022International Conference on Computational Linguistics22 citations
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Reversed Image Signal Processing and RAW Reconstruction. AIM 2022 Challenge Report
Marcos V. Conde, R. Timofte, Yi-Bin Huang, Jingyang Peng +39 more
2022ECCV Workshops21 citations Open access
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Beyond Image Borders: Learning Feature Extrapolation for Unbounded Image Composition
Xiaoyu Liu, Ming Liu, Junyi Li, Shuai Liu +3 more
2023IEEE International Conference on Computer Vision12 citations Open access
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Mix-CPT: A Domain Adaptation Framework via Decoupling Knowledge Learning and Format Alignment
Jin-Hao Jiang, Junyi Li, Wayne Xin Zhao, Yang Song +2 more
2024arXiv.org11 citations
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Learning to Imagine: Visually-Augmented Natural Language Generation
Tianyi Tang, Yu-Shuo Chen, Yifan Du, Junyi Li +2 more
2023Annual Meeting of the Association for Computational Linguistics10 citations Open access
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The Web Can Be Your Oyster for Improving Large Language Models
Junyi Li, Tianyi Tang, W. Zhao, Jingyuan Wang +2 more
2023Annual Meeting of the Association for Computational Linguistics10 citations Open access
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ElitePLM: An Empirical Study on General Language Ability Evaluation of Pretrained Language Models
Junyi Li, Tianyi Tang, Zheng Gong, Lixin Yang +5 more
2022North American Chapter of the Association for Computational Linguistics10 citations Open access
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HELMA: A Large-Scale Hallucination Evaluation Benchmark for Large Language Models
Junyi Li, Xiao-Xue Cheng, W. Zhao, Jian-Yun Nie +1 more
20239 citations
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TextBox 2.0: A Text Generation Library with Pre-trained Language Models
Tianyi Tang, Junyi Li, Z. Chen, Yiwen Hu +8 more
2022Conference on Empirical Methods in Natural Language Processing9 citations Open access
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Are Large Vision Language Models up to the Challenge of Chart Comprehension and Reasoning? An Extensive Investigation into the Capabilities and Limitations of LVLMs
Md. Saidul, Raian Rahman, Ahmed Masry, M. Rahman +75 more
8 citations
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YuLan: An Open-source Large Language Model
Yu-Tao Zhu, Kun Zhou, Ke-Long Mao, Wentong Chen +34 more
2024arXiv.org6 citations
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WuDaoMM: A large-scale Multi-Modal Dataset for Pre-training models
Shan Yuan, Shuai Zhao, Jiahong Leng, Zhao Xue +6 more
2022arXiv.org6 citations Open access
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GlyphDiffusion: Text Generation as Image Generation
Junyi Li, W. Zhao, Jian-Yun Nie, Ji-Rong Wen
20234 citations
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RenderDiffusion: Text Generation as Image Generation
Junyi Li, W. Zhao, Jian-Yun Nie, Ji-Rong Wen
2023arXiv.org2 citations Open access
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ELECTRICAL & COMPUTER ENGINEERING SEMINAR "OFDMA for Mobile Broadband Wireless Communications
Junyi Li
20080 citations
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Dissecting Training-Free Uncertainty Estimation in Multimodal LLMs
Soroush Seifi, Vaggelis Dorovatas, Lin Li, Yarin Gal +34 more
0 citations
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