Lei Cui

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 54

Top Topics

Information Networks

Document Understanding

Document Layout

Top Venues

Publications

Wenshan Wu, Shaoguang Mao, Yadong Zhang, Yan Xia, Li Dong, Lei Cui, Furu Wei
Visualization-of-Thought Elicits Spatial Reasoning in Large Language Models. CoRR (2024)
Minghao Li, Tengchao Lv, Jingye Chen, Lei Cui, Yijuan Lu, Dinei A. F. Florêncio, Cha Zhang, Zhoujun Li, Furu Wei
TrOCR: Transformer-Based Optical Character Recognition with Pre-trained Models. AAAI (2023)
Jingye Chen, Yupan Huang, Tengchao Lv, Lei Cui, Qifeng Chen, Furu Wei
TextDiffuser: Diffusion Models as Text Painters. NeurIPS (2023)
Jingye Chen, Yupan Huang, Tengchao Lv, Lei Cui, Qifeng Chen, Furu Wei
TextDiffuser-2: Unleashing the Power of Language Models for Text Rendering. CoRR (2023)
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, Nils Johan Bertil Bjorck, Vishrav Chaudhary, Subhojit Som, Xia Song, Furu Wei
Language Is Not All You Need: Aligning Perception with Language Models. NeurIPS (2023)
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
Kosmos-2.5: A Multimodal Literate Model. CoRR (2023)
Jingye Chen, Yupan Huang, Tengchao Lv, Lei Cui, Qifeng Chen, Furu Wei
TextDiffuser: Diffusion Models as Text Painters. CoRR (2023)
Shaohan Huang, Li Dong, Wenhui Wang, Yaru Hao, Saksham Singhal, Shuming Ma, Tengchao Lv, Lei Cui, Owais Khan Mohammed, Qiang Liu, Kriti Aggarwal, Zewen Chi, Johan Bjorck, Vishrav Chaudhary, Subhojit Som, Xia Song, Furu Wei
Language Is Not All You Need: Aligning Perception with Language Models. CoRR (2023)
Junlong Li, Yiheng Xu, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei
DiT: Self-supervised Pre-training for Document Image Transformer. ACM Multimedia (2022)
Junlong Li, Yiheng Xu, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei
DiT: Self-supervised Pre-training for Document Image Transformer. CoRR (2022)
Jingye Chen, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei
XDoc: Unified Pre-training for Cross-Format Document Understanding. EMNLP (Findings) (2022)
Yupan Huang, Tengchao Lv, Lei Cui, Yutong Lu, Furu Wei
LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking. CoRR (2022)
Jingye Chen, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei
XDoc: Unified Pre-training for Cross-Format Document Understanding. CoRR (2022)
Yupan Huang, Tengchao Lv, Lei Cui, Yutong Lu, Furu Wei
LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking. ACM Multimedia (2022)
Junlong Li, Yiheng Xu, Lei Cui, Furu Wei
MarkupLM: Pre-training of Text and Markup Language for Visually Rich Document Understanding. ACL (1) (2022)
Guoxin Wang, Yijuan Lu, Lei Cui, Tengchao Lv, Dinei A. F. Florêncio, Cha Zhang
A Simple yet Effective Learnable Positional Encoding Method for Improving Document Transformer Model. AACL/IJCNLP (Findings) (2022)
Yiheng Xu, Tengchao Lv, Lei Cui, Guoxin Wang, Yijuan Lu, Dinei A. F. Florêncio, Cha Zhang, Furu Wei
XFUND: A Benchmark Dataset for Multilingual Visually Rich Form Understanding. ACL (Findings) (2022)
Minghao Li, Tengchao Lv, Lei Cui, Yijuan Lu, Dinei A. F. Florêncio, Cha Zhang, Zhoujun Li, Furu Wei
TrOCR: Transformer-based Optical Character Recognition with Pre-trained Models. CoRR (2021)
Yiheng Xu, Tengchao Lv, Lei Cui, Guoxin Wang, Yijuan Lu, Dinei Florêncio, Cha Zhang, Furu Wei
LayoutXLM: Multimodal Pre-training for Multilingual Visually-rich Document Understanding. CoRR (2021)
Tengchao Lv, Lei Cui, Momcilo Vasilijevic, Furu Wei
VT-SSum: A Benchmark Dataset for Video Transcript Segmentation and Summarization. CoRR (2021)
Zilong Wang, Yiheng Xu, Lei Cui, Jingbo Shang, Furu Wei
LayoutReader: Pre-training of Text and Layout for Reading Order Detection. EMNLP (1) (2021)
Yang Xu, Yiheng Xu, Tengchao Lv, Lei Cui, Furu Wei, Guoxin Wang, Yijuan Lu, Dinei A. F. Florêncio, Cha Zhang, Wanxiang Che, Min Zhang, Lidong Zhou
LayoutLMv2: Multi-modal Pre-training for Visually-rich Document Understanding. ACL/IJCNLP (1) (2021)
Zilong Wang, Yiheng Xu, Lei Cui, Jingbo Shang, Furu Wei
LayoutReader: Pre-training of Text and Layout for Reading Order Detection. CoRR (2021)
Junlong Li, Yiheng Xu, Lei Cui, Furu Wei
MarkupLM: Pre-training of Text and Markup Language for Visually-rich Document Understanding. CoRR (2021)
Lei Cui, Yiheng Xu, Tengchao Lv, Furu Wei
Document AI: Benchmarks, Models and Applications. CoRR (2021)
Yiheng Xu, Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, Ming Zhou
LayoutLM: Pre-training of Text and Layout for Document Image Understanding. KDD (2020)
Chaoqun Duan, Lei Cui, Shuming Ma, Furu Wei, Conghui Zhu, Tiejun Zhao
Multimodal Matching Transformer for Live Commenting. CoRR (2020)
Chaoqun Duan, Lei Cui, Shuming Ma, Furu Wei, Conghui Zhu, Tiejun Zhao
Multimodal Matching Transformer for Live Commenting. ECAI (2020)
Shaohan Huang, Furu Wei, Lei Cui, Xingxing Zhang, Ming Zhou
Unsupervised Fine-tuning for Text Clustering. COLING (2020)
Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, Ming Zhou, Zhoujun Li
TableBank: Table Benchmark for Image-based Table Detection and Recognition. LREC (2020)
Minghao Li, Yiheng Xu, Lei Cui, Shaohan Huang, Furu Wei, Zhoujun Li, Ming Zhou
DocBank: A Benchmark Dataset for Document Layout Analysis. COLING (2020)
Minghao Li, Yiheng Xu, Lei Cui, Shaohan Huang, Furu Wei, Zhoujun Li, Ming Zhou
DocBank: A Benchmark Dataset for Document Layout Analysis. CoRR (2020)
Yang Xu, Yiheng Xu, Tengchao Lv, Lei Cui, Furu Wei, Guoxin Wang, Yijuan Lu, Dinei A. F. Florêncio, Cha Zhang, Wanxiang Che, Min Zhang, Lidong Zhou
LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding. CoRR (2020)
Hangbo Bao, Shaohan Huang, Furu Wei, Lei Cui, Yu Wu, Chuanqi Tan, Songhao Piao, Ming Zhou
Neural Melody Composition from Lyrics. NLPCC (1) (2019)
Hangbo Bao, Li Dong, Furu Wei, Wenhui Wang, Nan Yang, Lei Cui, Songhao Piao, Ming Zhou
Inspecting Unification of Encoding and Matching with Transformer: A Case Study of Machine Reading Comprehension. MRQA@EMNLP (2019)
Qingfu Zhu, Lei Cui, Weinan Zhang, Furu Wei, Ting Liu
Retrieval-Enhanced Adversarial Training for Neural Response Generation. ACL (1) (2019)
Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, Ming Zhou, Zhoujun Li
TableBank: Table Benchmark for Image-based Table Detection and Recognition. CoRR (2019)
Yiheng Xu, Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, Ming Zhou
LayoutLM: Pre-training of Text and Layout for Document Image Understanding. CoRR (2019)
Shuming Ma, Lei Cui, Damai Dai, Furu Wei, Xu Sun
LiveBot: Generating Live Video Comments Based on Visual and Textual Contexts. AAAI (2019)
Tao Ge, Lei Cui, Baobao Chang, Zhifang Sui, Furu Wei, Ming Zhou
EventWiki: A Knowledge Base of Major Events. LREC (2018)
Lei Cui, Furu Wei, Ming Zhou
Neural Open Information Extraction. CoRR (2018)
Tao Ge, Lei Cui, Baobao Chang, Zhifang Sui, Furu Wei, Ming Zhou
SeRI: A Dataset for Sub-event Relation Inference from an Encyclopedia. NLPCC (2) (2018)
Tao Ge, Qing Dou, Heng Ji, Lei Cui, Baobao Chang, Zhifang Sui, Furu Wei, Ming Zhou
Fine-grained Coordinated Cross-lingual Text Stream Alignment for Endless Language Knowledge Acquisition. EMNLP (2018)
Qingfu Zhu, Lei Cui, Weinan Zhang, Furu Wei, Yining Chen, Ting Liu
Retrieval-Enhanced Adversarial Training for Neural Response Generation. CoRR (2018)
Lei Cui, Furu Wei, Ming Zhou
Neural Open Information Extraction. ACL (2) (2018)
Shuming Ma, Lei Cui, Damai Dai, Furu Wei, Xu Sun
LiveBot: Generating Live Video Comments Based on Visual and Textual Contexts. CoRR (2018)
Hangbo Bao, Shaohan Huang, Furu Wei, Lei Cui, Yu Wu, Chuanqi Tan, Songhao Piao, Ming Zhou
Neural Melody Composition from Lyrics. CoRR (2018)
Shuming Ma, Lei Cui, Furu Wei, Xu Sun
Unsupervised Machine Commenting with Neural Variational Topic Model. CoRR (2018)
Chaoqun Duan, Lei Cui, Xinchi Chen, Furu Wei, Conghui Zhu, Tiejun Zhao
Attention-Fused Deep Matching Network for Natural Language Inference. IJCAI (2018)
Lei Cui, Shaohan Huang, Furu Wei, Chuanqi Tan, Chaoqun Duan, Ming Zhou
SuperAgent: A Customer Service Chatbot for E-commerce Websites. ACL (System Demonstrations) (2017)
Tao Ge, Lei Cui, Baobao Chang, Sujian Li, Ming Zhou, Zhifang Sui
News Stream Summarization using Burst Information Networks. EMNLP (2016)
Tao Ge, Lei Cui, Baobao Chang, Zhifang Sui, Ming Zhou
Event Detection with Burst Information Networks. COLING (2016)
Tao Ge, Lei Cui, Heng Ji, Baobao Chang, Zhifang Sui
Discovering Concept-Level Event Associations from a Text Stream. NLPCC/ICCPOL (2016)
Tao Ge, Qing Dou, Xiaoman Pan, Heng Ji, Lei Cui, Baobao Chang, Zhifang Sui, Ming Zhou
Aligning Coordinated Text Streams through Burst Information Network Construction and Decipherment. CoRR (2016)
Lei Cui, Dongdong Zhang, Shujie Liu, Qiming Chen, Mu Li, Ming Zhou, Muyun Yang
Learning Topic Representation for SMT with Neural Networks. ACL (1) (2014)
Lei Cui, Ming Zhou, Qiming Chen, Dongdong Zhang, Mu Li
Machine Translation with Real-Time Web Search. AAAI (2014)
Lei Cui, Dongdong Zhang, Shujie Liu, Mu Li, Ming Zhou
Collective Corpus Weighting and Phrase Scoring for SMT Using Graph-Based Random Walk. NLPCC (2013)
Lei Cui, Xilun Chen, Dongdong Zhang, Shujie Liu, Mu Li, Ming Zhou
Multi-Domain Adaptation for SMT Using Multi-Task Learning. EMNLP (2013)
Lei Cui, Dongdong Zhang, Shujie Liu, Mu Li, Ming Zhou
Bilingual Data Cleaning for SMT using Graph-based Random Walk. ACL (2) (2013)
Nan Duan, Mu Li, Ming Zhou, Lei Cui
Improving Phrase Extraction via MBR Phrase Scoring and Pruning. MTSummit (2011)
Lei Cui, Dongdong Zhang, Mu Li, Ming Zhou, Tiejun Zhao
A Joint Rule Selection Model for Hierarchical Phrase-Based Translation. ACL (2) (2010)
Lei Cui, Dongdong Zhang, Mu Li, Ming Zhou, Tiejun Zhao
Hybrid Decoding: Decoding with Partial Hypotheses Combination over Multiple SMT Systems. COLING (Posters) (2010)
Chi-Ho Li, Nan Duan, Yinggong Zhao, Shujie Liu, Lei Cui, Mei-Yuh Hwang, Amittai Axelrod, Jianfeng Gao, Yaodong Zhang, Li Deng
The MSRA machine translation system for IWSLT 2010. IWSLT (2010)