Mind’s Eye of LLMs: Visualization-of-Thought Elicits Spatial Reasoning in Large Language Models
Wenshan Wu, Shaoguang Mao, Yadong Zhang, Yan Xia, Li Dong, Lei Cui, Furu Wei
NeurIPS 2024 | April 2024
Lei Cui
Principal Research Manager
Publications
Publications by Year
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TextDiffuser-2: Unleashing the Power of Language Models for Text Rendering
Jingye Chen, Yupan Huang, Tengchao Lv, Lei Cui, Qifeng Chen, Furu Wei
November 2023
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
TextDiffuser: Diffusion Models as Text Painters
Jingye Chen, Yupan Huang, Tengchao Lv, Lei Cui, Qifeng Chen, Furu Wei
NeurIPS 2023 | May 2023
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
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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XDoc: Unified Pre-training for Cross-Format Document Understanding
Jingye Chen, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei
EMNLP 2022 | December 2022
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
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
MarkupLM: Pre-training of Text and Markup Language for Visually-rich Document Understanding
Junlong Li, Yiheng Xu, Lei Cui, Furu Wei
ACL 2022 | May 2022
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
LayoutReader: Pre-training of Text and Layout for Reading Order Detection
Zilong Wang, Yiheng Xu, Lei Cui, Jingbo Shang, Furu Wei
EMNLP 2021 | November 2021
Document AI: Benchmarks, Models and Applications (Presentation@ICDAR 2021)
September 2021
September 2021
DIL workshop in ICDAR 2021
Document AI: Benchmarks, Models and Applications (In Chinese)
Lei Cui, Yiheng Xu, Tengchao Lv, Furu Wei
CCL 2021 | August 2021
VT-SSum: A Benchmark Dataset for Video Transcript Segmentation and Summarization
Tengchao Lv, Lei Cui, Momcilo Vasilijevic, Furu Wei
June 2021
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
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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DocBank: A Benchmark Dataset for Document Layout Analysis
Minghao Li, Yiheng Xu, Lei Cui, Shaohan Huang, Furu Wei, Zhoujun Li, Ming Zhou
COLING 2020 | December 2020
LayoutLM: Pre-training of Text and Layout for Document Image Understanding
Yiheng Xu, Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, Ming Zhou
KDD 2020 | August 2020
Multimodal Matching Transformer for Live Commenting
Chaoqun Duan, Lei Cui, Shuming Ma, Furu Wei, Conghui Zhu, Tiejun Zhao
ECAI 2020 | July 2020
TableBank: Table Benchmark for Image-based Table Detection and Recognition
Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, Ming Zhou, Zhoujun Li
LREC 2020 | May 2020
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Neural Melody Composition from Lyrics
Hangbo Bao, Shaohan Huang, Furu Wei, Lei Cui, Yu Wu, Chuanqi Tan, Songhao Piao, Ming Zhou
NLPCC 2019 | September 2019
Order-Sensitive Keywords Based Response Generation in Open-Domain Conversational Systems
Qingfu Zhu, Weinan Zhang, Lei Cui, Ting Liu
ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP) | August 2019
LiveBot: Generating Live Video Comments Based on Visual and Textual Contexts
Shuming Ma, Lei Cui, Damai Dai, Furu Wei, Xu Sun
AAAI 2019 | July 2019
Retrieval-Enhanced Adversarial Training for Neural Response Generation
Qingfu Zhu, Lei Cui, Wei-Nan Zhang, Furu Wei, Ting Liu
ACL 2019 | July 2019
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Fine-grained Coordinated Cross-lingual Text Stream Alignment for Endless Language Knowledge Acquisition
Tao Ge, Qing Dou, Heng Ji, Lei Cui, Baobao Chang, Zhifang Sui, Furu Wei, Ming Zhou
EMNLP 2018 | November 2018
SeRI: A Dataset for Sub-event Relation Inference from an Encyclopedia
Tao Ge, Lei Cui, Baobao Chang, Zhifang Sui, Furu Wei, Ming Zhou
NLPCC 2018 | August 2018
Neural Open Information Extraction
ACL 2018 | July 2018
Attention-Fused Deep Matching Network for Natural Language Inference
Chaoqun Duan, Lei Cui, Xinchi Chen, Furu Wei, Conghui Zhu, Tiejun Zhao
IJCAI 2018 | July 2018
EventWiki: A Knowledge Base of Major Events
Tao Ge, Lei Cui, Baobao Chang, Zhifang Sui, Furu Wei, Ming Zhou
LREC 2018 | May 2018
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SuperAgent: A Customer Service Chatbot for E-commerce Websites
Lei Cui, Furu Wei, Shaohan Huang, Chuanqi Tan, Chaoqun Duan, Ming Zhou
ACL 2017 | July 2017
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Event Detection with Burst Information Networks
Tao Ge, Lei Cui, Baobao Chang, Zhifang Sui, Ming Zhou
COLING 2016 | December 2016
Discovering Concept-Level Event Associations from a Text Stream
Tao Ge, Lei Cui, Heng Ji, Baobao Chang, Zhifang Sui
NLPCC 2016 | December 2016
News Stream Summarization using Burst Information Networks
Tao Ge, Lei Cui, Baobao Chang, Sujian Li, Ming Zhou, Zhifang Sui
EMNLP 2016 | November 2016
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Machine Translation with Real-Time Web Search
Lei Cui, Ming Zhou, Qiming Chen, Dongdong Zhang, Mu Li
AAAI 2014 | July 2014
Learning Topic Representation for SMT with Neural Networks
Lei Cui, Dongdong Zhang, Shujie Liu, Shujie Liu, Qiming Chen, Mu Li, Ming Zhou, Muyun Yang
ACL 2014 | June 2014
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Collective Corpus Weighting and Phrase Scoring for SMT using Graph-based Random Walk
Lei Cui, Dongdong Zhang, Shujie Liu, Shujie Liu, Mu Li, Ming Zhou
NLPCC 2013 | November 2013
Multi-Domain Adaptation for SMT Using Multi-Task Learning
Lei Cui, Xilun Chen, Dongdong Zhang, Shujie Liu, Shujie Liu, Mu Li, Ming Zhou
EMNLP 2013 | October 2013
Bilingual Data Cleaning for SMT using Graph-based Random Walk
Lei Cui, Dongdong Zhang, Shujie Liu, Shujie Liu, Mu Li, Ming Zhou
ACL 2013 | August 2013
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Function Word Generation in Statistical Machine Translation Systems
Lei Cui, Dongdong Zhang, Mu Li, Ming Zhou
MT Summit 2011 | September 2011
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The MSRA Machine Translation System for IWSLT-2010
Henry Li, Nan Duan, Yinggong Zhao, Shujie Liu, Lei Cui, Mei-Yuh Hwang, Amittai Axelrod, Jianfeng Gao, Yaodong Zhang, Li Deng
Proc. the 7th International Workshop on Spoken Language Translation (IWSLT2010), Paris, France | December 2010
Hybrid Decoding: Decoding with Partial Hypotheses Combination over Multiple SMT Systems
Lei Cui, Dongdong Zhang, Mu Li, Ming Zhou, Tiejun Zhao
COLING 2010 | August 2010
A Joint Rule Selection Model for Hierarchical Phrase-Based Translation
Lei Cui, Dongdong Zhang, Mu Li, Ming Zhou, Tiejun Zhao
ACL 2010 | July 2010
Publications by Research Area
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Mind’s Eye of LLMs: Visualization-of-Thought Elicits Spatial Reasoning in Large Language Models
Wenshan Wu, Shaoguang Mao, Yadong Zhang, Yan Xia, Li Dong, Lei Cui, Furu Wei
NeurIPS 2024 | April 2024
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
TextDiffuser: Diffusion Models as Text Painters
Jingye Chen, Yupan Huang, Tengchao Lv, Lei Cui, Qifeng Chen, Furu Wei
NeurIPS 2023 | May 2023
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
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
XDoc: Unified Pre-training for Cross-Format Document Understanding
Jingye Chen, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei
EMNLP 2022 | December 2022
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
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
MarkupLM: Pre-training of Text and Markup Language for Visually-rich Document Understanding
Junlong Li, Yiheng Xu, Lei Cui, Furu Wei
ACL 2022 | May 2022
Document AI: Benchmarks, Models and Applications
Lei Cui, Yiheng Xu, Tengchao Lv, Furu Wei
November 2021
LayoutReader: Pre-training of Text and Layout for Reading Order Detection
Zilong Wang, Yiheng Xu, Lei Cui, Jingbo Shang, Furu Wei
EMNLP 2021 | November 2021
Document AI: Benchmarks, Models and Applications (Presentation@ICDAR 2021)
September 2021
September 2021
DIL workshop in ICDAR 2021
Document AI: Benchmarks, Models and Applications (In Chinese)
Lei Cui, Yiheng Xu, Tengchao Lv, Furu Wei
CCL 2021 | August 2021
VT-SSum: A Benchmark Dataset for Video Transcript Segmentation and Summarization
Tengchao Lv, Lei Cui, Momcilo Vasilijevic, Furu Wei
June 2021
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
DocBank: A Benchmark Dataset for Document Layout Analysis
Minghao Li, Yiheng Xu, Lei Cui, Shaohan Huang, Furu Wei, Zhoujun Li, Ming Zhou
COLING 2020 | December 2020
LayoutLM: Pre-training of Text and Layout for Document Image Understanding
Yiheng Xu, Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, Ming Zhou
KDD 2020 | August 2020
Multimodal Matching Transformer for Live Commenting
Chaoqun Duan, Lei Cui, Shuming Ma, Furu Wei, Conghui Zhu, Tiejun Zhao
ECAI 2020 | July 2020
TableBank: Table Benchmark for Image-based Table Detection and Recognition
Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, Ming Zhou, Zhoujun Li
LREC 2020 | May 2020
Neural Melody Composition from Lyrics
Hangbo Bao, Shaohan Huang, Furu Wei, Lei Cui, Yu Wu, Chuanqi Tan, Songhao Piao, Ming Zhou
NLPCC 2019 | September 2019
Order-Sensitive Keywords Based Response Generation in Open-Domain Conversational Systems
Qingfu Zhu, Weinan Zhang, Lei Cui, Ting Liu
ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP) | August 2019
LiveBot: Generating Live Video Comments Based on Visual and Textual Contexts
Shuming Ma, Lei Cui, Damai Dai, Furu Wei, Xu Sun
AAAI 2019 | July 2019
Retrieval-Enhanced Adversarial Training for Neural Response Generation
Qingfu Zhu, Lei Cui, Wei-Nan Zhang, Furu Wei, Ting Liu
ACL 2019 | July 2019
SeRI: A Dataset for Sub-event Relation Inference from an Encyclopedia
Tao Ge, Lei Cui, Baobao Chang, Zhifang Sui, Furu Wei, Ming Zhou
NLPCC 2018 | August 2018
SuperAgent: A Customer Service Chatbot for E-commerce Websites
Lei Cui, Furu Wei, Shaohan Huang, Chuanqi Tan, Chaoqun Duan, Ming Zhou
ACL 2017 | July 2017
-
TextDiffuser-2: Unleashing the Power of Language Models for Text Rendering
Jingye Chen, Yupan Huang, Tengchao Lv, Lei Cui, Qifeng Chen, Furu Wei
November 2023
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
TextDiffuser: Diffusion Models as Text Painters
Jingye Chen, Yupan Huang, Tengchao Lv, Lei Cui, Qifeng Chen, Furu Wei
NeurIPS 2023 | May 2023
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
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
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
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
Document AI: Benchmarks, Models and Applications
Lei Cui, Yiheng Xu, Tengchao Lv, Furu Wei
November 2021
TableBank: Table Benchmark for Image-based Table Detection and Recognition
Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, Ming Zhou, Zhoujun Li
LREC 2020 | May 2020
The MSRA Machine Translation System for IWSLT-2010
Henry Li, Nan Duan, Yinggong Zhao, Shujie Liu, Lei Cui, Mei-Yuh Hwang, Amittai Axelrod, Jianfeng Gao, Yaodong Zhang, Li Deng
Proc. the 7th International Workshop on Spoken Language Translation (IWSLT2010), Paris, France | December 2010
-
TextDiffuser-2: Unleashing the Power of Language Models for Text Rendering
Jingye Chen, Yupan Huang, Tengchao Lv, Lei Cui, Qifeng Chen, Furu Wei
November 2023
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
TextDiffuser: Diffusion Models as Text Painters
Jingye Chen, Yupan Huang, Tengchao Lv, Lei Cui, Qifeng Chen, Furu Wei
NeurIPS 2023 | May 2023
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
XDoc: Unified Pre-training for Cross-Format Document Understanding
Jingye Chen, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei
EMNLP 2022 | December 2022
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
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
MarkupLM: Pre-training of Text and Markup Language for Visually-rich Document Understanding
Junlong Li, Yiheng Xu, Lei Cui, Furu Wei
ACL 2022 | May 2022
Document AI: Benchmarks, Models and Applications
Lei Cui, Yiheng Xu, Tengchao Lv, Furu Wei
November 2021
LayoutReader: Pre-training of Text and Layout for Reading Order Detection
Zilong Wang, Yiheng Xu, Lei Cui, Jingbo Shang, Furu Wei
EMNLP 2021 | November 2021
Document AI: Benchmarks, Models and Applications (Presentation@ICDAR 2021)
September 2021
September 2021
DIL workshop in ICDAR 2021
Document AI: Benchmarks, Models and Applications (In Chinese)
Lei Cui, Yiheng Xu, Tengchao Lv, Furu Wei
CCL 2021 | August 2021
VT-SSum: A Benchmark Dataset for Video Transcript Segmentation and Summarization
Tengchao Lv, Lei Cui, Momcilo Vasilijevic, Furu Wei
June 2021
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
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
DocBank: A Benchmark Dataset for Document Layout Analysis
Minghao Li, Yiheng Xu, Lei Cui, Shaohan Huang, Furu Wei, Zhoujun Li, Ming Zhou
COLING 2020 | December 2020
LayoutLM: Pre-training of Text and Layout for Document Image Understanding
Yiheng Xu, Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, Ming Zhou
KDD 2020 | August 2020
Multimodal Matching Transformer for Live Commenting
Chaoqun Duan, Lei Cui, Shuming Ma, Furu Wei, Conghui Zhu, Tiejun Zhao
ECAI 2020 | July 2020
TableBank: Table Benchmark for Image-based Table Detection and Recognition
Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, Ming Zhou, Zhoujun Li
LREC 2020 | May 2020
Neural Melody Composition from Lyrics
Hangbo Bao, Shaohan Huang, Furu Wei, Lei Cui, Yu Wu, Chuanqi Tan, Songhao Piao, Ming Zhou
NLPCC 2019 | September 2019
Order-Sensitive Keywords Based Response Generation in Open-Domain Conversational Systems
Qingfu Zhu, Weinan Zhang, Lei Cui, Ting Liu
ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP) | August 2019
LiveBot: Generating Live Video Comments Based on Visual and Textual Contexts
Shuming Ma, Lei Cui, Damai Dai, Furu Wei, Xu Sun
AAAI 2019 | July 2019
Retrieval-Enhanced Adversarial Training for Neural Response Generation
Qingfu Zhu, Lei Cui, Wei-Nan Zhang, Furu Wei, Ting Liu
ACL 2019 | July 2019
Fine-grained Coordinated Cross-lingual Text Stream Alignment for Endless Language Knowledge Acquisition
Tao Ge, Qing Dou, Heng Ji, Lei Cui, Baobao Chang, Zhifang Sui, Furu Wei, Ming Zhou
EMNLP 2018 | November 2018
SeRI: A Dataset for Sub-event Relation Inference from an Encyclopedia
Tao Ge, Lei Cui, Baobao Chang, Zhifang Sui, Furu Wei, Ming Zhou
NLPCC 2018 | August 2018
Neural Open Information Extraction
ACL 2018 | July 2018
Attention-Fused Deep Matching Network for Natural Language Inference
Chaoqun Duan, Lei Cui, Xinchi Chen, Furu Wei, Conghui Zhu, Tiejun Zhao
IJCAI 2018 | July 2018
EventWiki: A Knowledge Base of Major Events
Tao Ge, Lei Cui, Baobao Chang, Zhifang Sui, Furu Wei, Ming Zhou
LREC 2018 | May 2018
SuperAgent: A Customer Service Chatbot for E-commerce Websites
Lei Cui, Furu Wei, Shaohan Huang, Chuanqi Tan, Chaoqun Duan, Ming Zhou
ACL 2017 | July 2017
Event Detection with Burst Information Networks
Tao Ge, Lei Cui, Baobao Chang, Zhifang Sui, Ming Zhou
COLING 2016 | December 2016
Discovering Concept-Level Event Associations from a Text Stream
Tao Ge, Lei Cui, Heng Ji, Baobao Chang, Zhifang Sui
NLPCC 2016 | December 2016
News Stream Summarization using Burst Information Networks
Tao Ge, Lei Cui, Baobao Chang, Sujian Li, Ming Zhou, Zhifang Sui
EMNLP 2016 | November 2016
Machine Translation with Real-Time Web Search
Lei Cui, Ming Zhou, Qiming Chen, Dongdong Zhang, Mu Li
AAAI 2014 | July 2014
Learning Topic Representation for SMT with Neural Networks
Lei Cui, Dongdong Zhang, Shujie Liu, Shujie Liu, Qiming Chen, Mu Li, Ming Zhou, Muyun Yang
ACL 2014 | June 2014
Collective Corpus Weighting and Phrase Scoring for SMT using Graph-based Random Walk
Lei Cui, Dongdong Zhang, Shujie Liu, Shujie Liu, Mu Li, Ming Zhou
NLPCC 2013 | November 2013
Multi-Domain Adaptation for SMT Using Multi-Task Learning
Lei Cui, Xilun Chen, Dongdong Zhang, Shujie Liu, Shujie Liu, Mu Li, Ming Zhou
EMNLP 2013 | October 2013
Bilingual Data Cleaning for SMT using Graph-based Random Walk
Lei Cui, Dongdong Zhang, Shujie Liu, Shujie Liu, Mu Li, Ming Zhou
ACL 2013 | August 2013
Function Word Generation in Statistical Machine Translation Systems
Lei Cui, Dongdong Zhang, Mu Li, Ming Zhou
MT Summit 2011 | September 2011
Hybrid Decoding: Decoding with Partial Hypotheses Combination over Multiple SMT Systems
Lei Cui, Dongdong Zhang, Mu Li, Ming Zhou, Tiejun Zhao
COLING 2010 | August 2010
A Joint Rule Selection Model for Hierarchical Phrase-Based Translation
Lei Cui, Dongdong Zhang, Mu Li, Ming Zhou, Tiejun Zhao
ACL 2010 | July 2010
-
SuperAgent: A Customer Service Chatbot for E-commerce Websites
Lei Cui, Furu Wei, Shaohan Huang, Chuanqi Tan, Chaoqun Duan, Ming Zhou
ACL 2017 | July 2017
Publications by Type
-
Mind’s Eye of LLMs: Visualization-of-Thought Elicits Spatial Reasoning in Large Language Models
Wenshan Wu, Shaoguang Mao, Yadong Zhang, Yan Xia, Li Dong, Lei Cui, Furu Wei
NeurIPS 2024 | April 2024
TextDiffuser: Diffusion Models as Text Painters
Jingye Chen, Yupan Huang, Tengchao Lv, Lei Cui, Qifeng Chen, Furu Wei
NeurIPS 2023 | May 2023
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
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
XDoc: Unified Pre-training for Cross-Format Document Understanding
Jingye Chen, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei
EMNLP 2022 | December 2022
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
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
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
MarkupLM: Pre-training of Text and Markup Language for Visually-rich Document Understanding
Junlong Li, Yiheng Xu, Lei Cui, Furu Wei
ACL 2022 | May 2022
LayoutReader: Pre-training of Text and Layout for Reading Order Detection
Zilong Wang, Yiheng Xu, Lei Cui, Jingbo Shang, Furu Wei
EMNLP 2021 | November 2021
Document AI: Benchmarks, Models and Applications (In Chinese)
Lei Cui, Yiheng Xu, Tengchao Lv, Furu Wei
CCL 2021 | August 2021
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
DocBank: A Benchmark Dataset for Document Layout Analysis
Minghao Li, Yiheng Xu, Lei Cui, Shaohan Huang, Furu Wei, Zhoujun Li, Ming Zhou
COLING 2020 | December 2020
LayoutLM: Pre-training of Text and Layout for Document Image Understanding
Yiheng Xu, Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, Ming Zhou
KDD 2020 | August 2020
Multimodal Matching Transformer for Live Commenting
Chaoqun Duan, Lei Cui, Shuming Ma, Furu Wei, Conghui Zhu, Tiejun Zhao
ECAI 2020 | July 2020
TableBank: Table Benchmark for Image-based Table Detection and Recognition
Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, Ming Zhou, Zhoujun Li
LREC 2020 | May 2020
Neural Melody Composition from Lyrics
Hangbo Bao, Shaohan Huang, Furu Wei, Lei Cui, Yu Wu, Chuanqi Tan, Songhao Piao, Ming Zhou
NLPCC 2019 | September 2019
LiveBot: Generating Live Video Comments Based on Visual and Textual Contexts
Shuming Ma, Lei Cui, Damai Dai, Furu Wei, Xu Sun
AAAI 2019 | July 2019
Retrieval-Enhanced Adversarial Training for Neural Response Generation
Qingfu Zhu, Lei Cui, Wei-Nan Zhang, Furu Wei, Ting Liu
ACL 2019 | July 2019
Fine-grained Coordinated Cross-lingual Text Stream Alignment for Endless Language Knowledge Acquisition
Tao Ge, Qing Dou, Heng Ji, Lei Cui, Baobao Chang, Zhifang Sui, Furu Wei, Ming Zhou
EMNLP 2018 | November 2018
SeRI: A Dataset for Sub-event Relation Inference from an Encyclopedia
Tao Ge, Lei Cui, Baobao Chang, Zhifang Sui, Furu Wei, Ming Zhou
NLPCC 2018 | August 2018
Neural Open Information Extraction
ACL 2018 | July 2018
Attention-Fused Deep Matching Network for Natural Language Inference
Chaoqun Duan, Lei Cui, Xinchi Chen, Furu Wei, Conghui Zhu, Tiejun Zhao
IJCAI 2018 | July 2018
EventWiki: A Knowledge Base of Major Events
Tao Ge, Lei Cui, Baobao Chang, Zhifang Sui, Furu Wei, Ming Zhou
LREC 2018 | May 2018
SuperAgent: A Customer Service Chatbot for E-commerce Websites
Lei Cui, Furu Wei, Shaohan Huang, Chuanqi Tan, Chaoqun Duan, Ming Zhou
ACL 2017 | July 2017
Event Detection with Burst Information Networks
Tao Ge, Lei Cui, Baobao Chang, Zhifang Sui, Ming Zhou
COLING 2016 | December 2016
Discovering Concept-Level Event Associations from a Text Stream
Tao Ge, Lei Cui, Heng Ji, Baobao Chang, Zhifang Sui
NLPCC 2016 | December 2016
News Stream Summarization using Burst Information Networks
Tao Ge, Lei Cui, Baobao Chang, Sujian Li, Ming Zhou, Zhifang Sui
EMNLP 2016 | November 2016
Machine Translation with Real-Time Web Search
Lei Cui, Ming Zhou, Qiming Chen, Dongdong Zhang, Mu Li
AAAI 2014 | July 2014
Learning Topic Representation for SMT with Neural Networks
Lei Cui, Dongdong Zhang, Shujie Liu, Shujie Liu, Qiming Chen, Mu Li, Ming Zhou, Muyun Yang
ACL 2014 | June 2014
Collective Corpus Weighting and Phrase Scoring for SMT using Graph-based Random Walk
Lei Cui, Dongdong Zhang, Shujie Liu, Shujie Liu, Mu Li, Ming Zhou
NLPCC 2013 | November 2013
Multi-Domain Adaptation for SMT Using Multi-Task Learning
Lei Cui, Xilun Chen, Dongdong Zhang, Shujie Liu, Shujie Liu, Mu Li, Ming Zhou
EMNLP 2013 | October 2013
Bilingual Data Cleaning for SMT using Graph-based Random Walk
Lei Cui, Dongdong Zhang, Shujie Liu, Shujie Liu, Mu Li, Ming Zhou
ACL 2013 | August 2013
Function Word Generation in Statistical Machine Translation Systems
Lei Cui, Dongdong Zhang, Mu Li, Ming Zhou
MT Summit 2011 | September 2011
The MSRA Machine Translation System for IWSLT-2010
Henry Li, Nan Duan, Yinggong Zhao, Shujie Liu, Lei Cui, Mei-Yuh Hwang, Amittai Axelrod, Jianfeng Gao, Yaodong Zhang, Li Deng
Proc. the 7th International Workshop on Spoken Language Translation (IWSLT2010), Paris, France | December 2010
Hybrid Decoding: Decoding with Partial Hypotheses Combination over Multiple SMT Systems
Lei Cui, Dongdong Zhang, Mu Li, Ming Zhou, Tiejun Zhao
COLING 2010 | August 2010
A Joint Rule Selection Model for Hierarchical Phrase-Based Translation
Lei Cui, Dongdong Zhang, Mu Li, Ming Zhou, Tiejun Zhao
ACL 2010 | July 2010
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TextDiffuser-2: Unleashing the Power of Language Models for Text Rendering
Jingye Chen, Yupan Huang, Tengchao Lv, Lei Cui, Qifeng Chen, Furu Wei
November 2023
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
Document AI: Benchmarks, Models and Applications
Lei Cui, Yiheng Xu, Tengchao Lv, Furu Wei
November 2021
VT-SSum: A Benchmark Dataset for Video Transcript Segmentation and Summarization
Tengchao Lv, Lei Cui, Momcilo Vasilijevic, Furu Wei
June 2021
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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Document AI: Benchmarks, Models and Applications (Presentation@ICDAR 2021)
September 2021
September 2021
DIL workshop in ICDAR 2021
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Order-Sensitive Keywords Based Response Generation in Open-Domain Conversational Systems
Qingfu Zhu, Weinan Zhang, Lei Cui, Ting Liu
ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP) | August 2019