Model as a Game: On Numerical and Spatial Consistency for Generative Games
Jingye Chen, Yuzhong Zhao, Yupan Huang, Lei Cui, Li Dong, Tengchao Lv, Qifeng Chen, Furu Wei
March 2025
March 2025
Tengchao Lv
Chercheur
Papiers de Collaboration
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PEACE: Empowering Geologic Map Holistic Understanding with MLLMs
Yangyu Huang, Tianyi Gao, Haoran Xu, Qihao Zhao, Yang Song, Zhipeng Gui, Tengchao Lv, Hao Cheng, Lei Cui, Scarlett Li, Furu Wei
January 2025
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REDSTONE: Curating General, Code, Math, and QA Data for Large Language Models
Yaoyao Chang, Lei Cui, Li Dong, Shaohan Huang, Yangyu Huang, Yupan Huang, Scarlett Li, Tengchao Lv, Shuming Ma, Qinzheng Sun, Wenhui Wang, Furu Wei, Ying Xin, Mao Yang, Qiufeng Yin, Xingxing Zhang
December 2024
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MMLU-CF: A Contamination-free Multi-task Language Understanding Benchmark
Qihao Zhao, Yangyu Huang, Tengchao Lv, Lei Cui, Furu Wei, Qinzheng Sun, Ying Xin, Shaoguang Mao, Xin Zhang, Qiufeng Yin, Scarlett Li
December 2024
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Kosmos-2.5: A Multimodal Literate Model
Tengchao Lv, Yupan Huang, Jingye Chen, Lei Cui, Shuming Ma, Yaoyao Chang, Shaohan Huang, Wenhui Wang, Li Dong, Weiyao Luo, Shaoxiang Wu, Guoxin Wang, Cha Zhang, Furu Wei
September 2023
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Adversarial Knowledge Stimulated Contrastive Prompting for Few-shot Language Learners
Kai Zheng, Qingfeng Sun, Yaming Yang, Tengchao Lv, Yeyong Pi, Changlin Zhao, Fei Xu, Qi Zhang
ACL 2023 | July 2023
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TextDiffuser: Diffusion Models as Text Painters
Jingye Chen, Yupan Huang, Tengchao Lv, Lei Cui, Qifeng Chen, Furu Wei
NeurIPS 2023 | May 2023
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Language Is Not All You Need: Aligning Perception with Language Models
Shaohan Huang, Li Dong, Wenhui Wang, Yaru Hao, Saksham Singhal, Shuming Ma, Tengchao Lv, Lei Cui, Owais Khan Mohammed, Barun Patra, Qiang Liu, Kriti Aggarwal, Zewen Chi, Johan Bjorck, Vishrav Chaudhary, Subhojit Som, Xia Song, Furu Wei
NeurIPS 2023 | March 2023
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TrOCR: Transformer-based Optical Character Recognition with Pre-trained Models
Minghao Li, Tengchao Lv, Jingye Chen, Lei Cui, Yijuan Lu, Dinei Florencio, Cha Zhang, Zhoujun Li, Furu Wei
AAAI 2023 | February 2023
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DiT: Self-supervised Pre-training for Document Image Transformer
Junlong Li, Yiheng Xu, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei
ACM Multimedia 2022 | October 2022
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LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking
Yupang Huang, Tengchao Lv, Lei Cui, Yutong Lu, Furu Wei
ACM Multimedia 2022 | October 2022
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XFUND: A Benchmark Dataset for Multilingual Visually Rich Form Understanding
Yiheng Xu, Tengchao Lv, Lei Cui, Guoxin Wang, Yijuan Lu, Dinei Florencio, Cha Zhang, Furu Wei
ACL 2022 | May 2022
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Document AI: Benchmarks, Models and Applications
Lei Cui, Yiheng Xu, Tengchao Lv, Furu Wei
November 2021
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Document AI: Benchmarks, Models and Applications (In Chinese)
Lei Cui, Yiheng Xu, Tengchao Lv, Furu Wei
CCL 2021 | August 2021
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VT-SSum: A Benchmark Dataset for Video Transcript Segmentation and Summarization
Tengchao Lv, Lei Cui, Momcilo Vasilijevic, Furu Wei
June 2021
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LayoutXLM: Multimodal Pre-training for Multilingual Visually-rich Document Understanding
Yiheng Xu, Tengchao Lv, Lei Cui, Guoxin Wang, Yijuan Lu, Dinei Florencio, Cha Zhang, Furu Wei
April 2021
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LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding
Yang Xu, Yiheng Xu, Tengchao Lv, Lei Cui, Furu Wei, Guoxin Wang, Yijuan Lu, Dinei Florencio, Cha Zhang, Wanxiang Che, Min Zhang, Lidong Zhou
ACL-IJCNLP 2021 | January 2021
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Model as a Game: On Numerical and Spatial Consistency for Generative Games
Jingye Chen, Yuzhong Zhao, Yupan Huang, Lei Cui, Li Dong, Tengchao Lv, Qifeng Chen, Furu Wei
March 2025
March 2025
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MMLU-CF: A Contamination-free Multi-task Language Understanding Benchmark
Qihao Zhao, Yangyu Huang, Tengchao Lv, Lei Cui, Furu Wei, Qinzheng Sun, Ying Xin, Shaoguang Mao, Xin Zhang, Qiufeng Yin, Scarlett Li
December 2024
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Kosmos-2.5: A Multimodal Literate Model
Tengchao Lv, Yupan Huang, Jingye Chen, Lei Cui, Shuming Ma, Yaoyao Chang, Shaohan Huang, Wenhui Wang, Li Dong, Weiyao Luo, Shaoxiang Wu, Guoxin Wang, Cha Zhang, Furu Wei
September 2023
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Adversarial Knowledge Stimulated Contrastive Prompting for Few-shot Language Learners
Kai Zheng, Qingfeng Sun, Yaming Yang, Tengchao Lv, Yeyong Pi, Changlin Zhao, Fei Xu, Qi Zhang
ACL 2023 | July 2023
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TextDiffuser: Diffusion Models as Text Painters
Jingye Chen, Yupan Huang, Tengchao Lv, Lei Cui, Qifeng Chen, Furu Wei
NeurIPS 2023 | May 2023
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Language Is Not All You Need: Aligning Perception with Language Models
Shaohan Huang, Li Dong, Wenhui Wang, Yaru Hao, Saksham Singhal, Shuming Ma, Tengchao Lv, Lei Cui, Owais Khan Mohammed, Barun Patra, Qiang Liu, Kriti Aggarwal, Zewen Chi, Johan Bjorck, Vishrav Chaudhary, Subhojit Som, Xia Song, Furu Wei
NeurIPS 2023 | March 2023
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TrOCR: Transformer-based Optical Character Recognition with Pre-trained Models
Minghao Li, Tengchao Lv, Jingye Chen, Lei Cui, Yijuan Lu, Dinei Florencio, Cha Zhang, Zhoujun Li, Furu Wei
AAAI 2023 | February 2023
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LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking
Yupang Huang, Tengchao Lv, Lei Cui, Yutong Lu, Furu Wei
ACM Multimedia 2022 | October 2022
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DiT: Self-supervised Pre-training for Document Image Transformer
Junlong Li, Yiheng Xu, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei
ACM Multimedia 2022 | October 2022
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Document AI: Benchmarks, Models and Applications
Lei Cui, Yiheng Xu, Tengchao Lv, Furu Wei
November 2021
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Document AI: Benchmarks, Models and Applications (In Chinese)
Lei Cui, Yiheng Xu, Tengchao Lv, Furu Wei
CCL 2021 | August 2021
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VT-SSum: A Benchmark Dataset for Video Transcript Segmentation and Summarization
Tengchao Lv, Lei Cui, Momcilo Vasilijevic, Furu Wei
June 2021
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LayoutXLM: Multimodal Pre-training for Multilingual Visually-rich Document Understanding
Yiheng Xu, Tengchao Lv, Lei Cui, Guoxin Wang, Yijuan Lu, Dinei Florencio, Cha Zhang, Furu Wei
April 2021
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REDSTONE: Curating General, Code, Math, and QA Data for Large Language Models
Yaoyao Chang, Lei Cui, Li Dong, Shaohan Huang, Yangyu Huang, Yupan Huang, Scarlett Li, Tengchao Lv, Shuming Ma, Qinzheng Sun, Wenhui Wang, Furu Wei, Ying Xin, Mao Yang, Qiufeng Yin, Xingxing Zhang
December 2024
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PEACE: Empowering Geologic Map Holistic Understanding with MLLMs
Yangyu Huang, Tianyi Gao, Haoran Xu, Qihao Zhao, Yang Song, Zhipeng Gui, Tengchao Lv, Hao Cheng, Lei Cui, Scarlett Li, Furu Wei
January 2025
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Kosmos-2.5: A Multimodal Literate Model
Tengchao Lv, Yupan Huang, Jingye Chen, Lei Cui, Shuming Ma, Yaoyao Chang, Shaohan Huang, Wenhui Wang, Li Dong, Weiyao Luo, Shaoxiang Wu, Guoxin Wang, Cha Zhang, Furu Wei
September 2023
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TextDiffuser: Diffusion Models as Text Painters
Jingye Chen, Yupan Huang, Tengchao Lv, Lei Cui, Qifeng Chen, Furu Wei
NeurIPS 2023 | May 2023
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Language Is Not All You Need: Aligning Perception with Language Models
Shaohan Huang, Li Dong, Wenhui Wang, Yaru Hao, Saksham Singhal, Shuming Ma, Tengchao Lv, Lei Cui, Owais Khan Mohammed, Barun Patra, Qiang Liu, Kriti Aggarwal, Zewen Chi, Johan Bjorck, Vishrav Chaudhary, Subhojit Som, Xia Song, Furu Wei
NeurIPS 2023 | March 2023
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TrOCR: Transformer-based Optical Character Recognition with Pre-trained Models
Minghao Li, Tengchao Lv, Jingye Chen, Lei Cui, Yijuan Lu, Dinei Florencio, Cha Zhang, Zhoujun Li, Furu Wei
AAAI 2023 | February 2023
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LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking
Yupang Huang, Tengchao Lv, Lei Cui, Yutong Lu, Furu Wei
ACM Multimedia 2022 | October 2022
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DiT: Self-supervised Pre-training for Document Image Transformer
Junlong Li, Yiheng Xu, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei
ACM Multimedia 2022 | October 2022
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Document AI: Benchmarks, Models and Applications
Lei Cui, Yiheng Xu, Tengchao Lv, Furu Wei
November 2021
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PEACE: Empowering Geologic Map Holistic Understanding with MLLMs
Yangyu Huang, Tianyi Gao, Haoran Xu, Qihao Zhao, Yang Song, Zhipeng Gui, Tengchao Lv, Hao Cheng, Lei Cui, Scarlett Li, Furu Wei
January 2025
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Kosmos-2.5: A Multimodal Literate Model
Tengchao Lv, Yupan Huang, Jingye Chen, Lei Cui, Shuming Ma, Yaoyao Chang, Shaohan Huang, Wenhui Wang, Li Dong, Weiyao Luo, Shaoxiang Wu, Guoxin Wang, Cha Zhang, Furu Wei
September 2023
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TextDiffuser: Diffusion Models as Text Painters
Jingye Chen, Yupan Huang, Tengchao Lv, Lei Cui, Qifeng Chen, Furu Wei
NeurIPS 2023 | May 2023
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TrOCR: Transformer-based Optical Character Recognition with Pre-trained Models
Minghao Li, Tengchao Lv, Jingye Chen, Lei Cui, Yijuan Lu, Dinei Florencio, Cha Zhang, Zhoujun Li, Furu Wei
AAAI 2023 | February 2023
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LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking
Yupang Huang, Tengchao Lv, Lei Cui, Yutong Lu, Furu Wei
ACM Multimedia 2022 | October 2022
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XFUND: A Benchmark Dataset for Multilingual Visually Rich Form Understanding
Yiheng Xu, Tengchao Lv, Lei Cui, Guoxin Wang, Yijuan Lu, Dinei Florencio, Cha Zhang, Furu Wei
ACL 2022 | May 2022
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Document AI: Benchmarks, Models and Applications
Lei Cui, Yiheng Xu, Tengchao Lv, Furu Wei
November 2021
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Document AI: Benchmarks, Models and Applications (In Chinese)
Lei Cui, Yiheng Xu, Tengchao Lv, Furu Wei
CCL 2021 | August 2021
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VT-SSum: A Benchmark Dataset for Video Transcript Segmentation and Summarization
Tengchao Lv, Lei Cui, Momcilo Vasilijevic, Furu Wei
June 2021
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LayoutXLM: Multimodal Pre-training for Multilingual Visually-rich Document Understanding
Yiheng Xu, Tengchao Lv, Lei Cui, Guoxin Wang, Yijuan Lu, Dinei Florencio, Cha Zhang, Furu Wei
April 2021
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LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding
Yang Xu, Yiheng Xu, Tengchao Lv, Lei Cui, Furu Wei, Guoxin Wang, Yijuan Lu, Dinei Florencio, Cha Zhang, Wanxiang Che, Min Zhang, Lidong Zhou
ACL-IJCNLP 2021 | January 2021
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Model as a Game: On Numerical and Spatial Consistency for Generative Games
Jingye Chen, Yuzhong Zhao, Yupan Huang, Lei Cui, Li Dong, Tengchao Lv, Qifeng Chen, Furu Wei
March 2025
March 2025
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REDSTONE: Curating General, Code, Math, and QA Data for Large Language Models
Yaoyao Chang, Lei Cui, Li Dong, Shaohan Huang, Yangyu Huang, Yupan Huang, Scarlett Li, Tengchao Lv, Shuming Ma, Qinzheng Sun, Wenhui Wang, Furu Wei, Ying Xin, Mao Yang, Qiufeng Yin, Xingxing Zhang
December 2024
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Kosmos-2.5: A Multimodal Literate Model
Tengchao Lv, Yupan Huang, Jingye Chen, Lei Cui, Shuming Ma, Yaoyao Chang, Shaohan Huang, Wenhui Wang, Li Dong, Weiyao Luo, Shaoxiang Wu, Guoxin Wang, Cha Zhang, Furu Wei
September 2023
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Document AI: Benchmarks, Models and Applications
Lei Cui, Yiheng Xu, Tengchao Lv, Furu Wei
November 2021
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VT-SSum: A Benchmark Dataset for Video Transcript Segmentation and Summarization
Tengchao Lv, Lei Cui, Momcilo Vasilijevic, Furu Wei
June 2021
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LayoutXLM: Multimodal Pre-training for Multilingual Visually-rich Document Understanding
Yiheng Xu, Tengchao Lv, Lei Cui, Guoxin Wang, Yijuan Lu, Dinei Florencio, Cha Zhang, Furu Wei
April 2021
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PEACE: Empowering Geologic Map Holistic Understanding with MLLMs
Yangyu Huang, Tianyi Gao, Haoran Xu, Qihao Zhao, Yang Song, Zhipeng Gui, Tengchao Lv, Hao Cheng, Lei Cui, Scarlett Li, Furu Wei
January 2025
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Adversarial Knowledge Stimulated Contrastive Prompting for Few-shot Language Learners
Kai Zheng, Qingfeng Sun, Yaming Yang, Tengchao Lv, Yeyong Pi, Changlin Zhao, Fei Xu, Qi Zhang
ACL 2023 | July 2023
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TextDiffuser: Diffusion Models as Text Painters
Jingye Chen, Yupan Huang, Tengchao Lv, Lei Cui, Qifeng Chen, Furu Wei
NeurIPS 2023 | May 2023
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Language Is Not All You Need: Aligning Perception with Language Models
Shaohan Huang, Li Dong, Wenhui Wang, Yaru Hao, Saksham Singhal, Shuming Ma, Tengchao Lv, Lei Cui, Owais Khan Mohammed, Barun Patra, Qiang Liu, Kriti Aggarwal, Zewen Chi, Johan Bjorck, Vishrav Chaudhary, Subhojit Som, Xia Song, Furu Wei
NeurIPS 2023 | March 2023
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TrOCR: Transformer-based Optical Character Recognition with Pre-trained Models
Minghao Li, Tengchao Lv, Jingye Chen, Lei Cui, Yijuan Lu, Dinei Florencio, Cha Zhang, Zhoujun Li, Furu Wei
AAAI 2023 | February 2023
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LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking
Yupang Huang, Tengchao Lv, Lei Cui, Yutong Lu, Furu Wei
ACM Multimedia 2022 | October 2022
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DiT: Self-supervised Pre-training for Document Image Transformer
Junlong Li, Yiheng Xu, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei
ACM Multimedia 2022 | October 2022
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XFUND: A Benchmark Dataset for Multilingual Visually Rich Form Understanding
Yiheng Xu, Tengchao Lv, Lei Cui, Guoxin Wang, Yijuan Lu, Dinei Florencio, Cha Zhang, Furu Wei
ACL 2022 | May 2022
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Document AI: Benchmarks, Models and Applications (In Chinese)
Lei Cui, Yiheng Xu, Tengchao Lv, Furu Wei
CCL 2021 | August 2021
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LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding
Yang Xu, Yiheng Xu, Tengchao Lv, Lei Cui, Furu Wei, Guoxin Wang, Yijuan Lu, Dinei Florencio, Cha Zhang, Wanxiang Che, Min Zhang, Lidong Zhou
ACL-IJCNLP 2021 | January 2021
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MMLU-CF: A Contamination-free Multi-task Language Understanding Benchmark
Qihao Zhao, Yangyu Huang, Tengchao Lv, Lei Cui, Furu Wei, Qinzheng Sun, Ying Xin, Shaoguang Mao, Xin Zhang, Qiufeng Yin, Scarlett Li
December 2024
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