Lei Cui

According to our database, Lei Cui authored at least 48 papers between 2010 and 2023.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2023

TextDiffuser-2: Unleashing the Power of Language Models for Text Rendering.

Jingye Chen, Yupan Huang, Tengchao Lv, Lei Cui, Qifeng Chen, Furu Wei

CoRR, 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

CoRR, 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, Nils Johan Bertil Bjorck, Vishrav Chaudhary, Subhojit Som, Xia Song, Furu Wei

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

TextDiffuser: Diffusion Models as Text Painters.

Jingye Chen, Yupan Huang, Tengchao Lv, Lei Cui, Qifeng Chen, Furu Wei

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

TrOCR: Transformer-Based Optical Character Recognition with Pre-trained Models.

Minghao Li, Tengchao Lv, Jingye Chen, Lei Cui, Yijuan Lu, Dinei A. F. Florêncio, Cha Zhang, Zhoujun Li, Furu Wei

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

DiT: Self-supervised Pre-training for Document Image Transformer.

Junlong Li, Yiheng Xu, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking.

Yupan Huang, Tengchao Lv, Lei Cui, Yutong Lu, Furu Wei

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

A Simple yet Effective Learnable Positional Encoding Method for Improving Document Transformer Model.

Guoxin Wang, Yijuan Lu, Lei Cui, Tengchao Lv, Dinei A. F. Florêncio, Cha Zhang

Proceedings of the Findings of the Association for Computational Linguistics: AACL-IJCNLP 2022, 2022

XDoc: Unified Pre-training for Cross-Format Document Understanding.

Jingye Chen, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

XFUND: A Benchmark Dataset for Multilingual Visually Rich Form Understanding.

Yiheng Xu, Tengchao Lv, Lei Cui, Guoxin Wang, Yijuan Lu, Dinei A. F. Florêncio, Cha Zhang, Furu Wei

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

MarkupLM: Pre-training of Text and Markup Language for Visually Rich Document Understanding.

Junlong Li, Yiheng Xu, Lei Cui, Furu Wei

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Document AI: Benchmarks, Models and Applications.

Lei Cui, Yiheng Xu, Tengchao Lv, Furu Wei

CoRR, 2021

TrOCR: Transformer-based Optical Character Recognition with Pre-trained Models.

Minghao Li, Tengchao Lv, Lei Cui, Yijuan Lu, Dinei A. F. Florêncio, Cha Zhang, Zhoujun Li, Furu Wei

CoRR, 2021

VT-SSum: A Benchmark Dataset for Video Transcript Segmentation and Summarization.

Tengchao Lv, Lei Cui, Momcilo Vasilijevic, Furu Wei

CoRR, 2021

LayoutXLM: Multimodal Pre-training for Multilingual Visually-rich Document Understanding.

Yiheng Xu, Tengchao Lv, Lei Cui, Guoxin Wang, Yijuan Lu, Dinei Florêncio, Cha Zhang, Furu Wei

CoRR, 2021

LayoutReader: Pre-training of Text and Layout for Reading Order Detection.

Zilong Wang, Yiheng Xu, Lei Cui, Jingbo Shang, Furu Wei

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 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 A. F. Florêncio, Cha Zhang, Wanxiang Che, Min Zhang, Lidong Zhou

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

TableBank: Table Benchmark for Image-based Table Detection and Recognition.

Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, Ming Zhou, Zhoujun Li

Proceedings of The 12th Language Resources and Evaluation Conference, 2020

LayoutLM: Pre-training of Text and Layout for Document Image Understanding.

Yiheng Xu, Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, Ming Zhou

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Multimodal Matching Transformer for Live Commenting.

Chaoqun Duan, Lei Cui, Shuming Ma, Furu Wei, Conghui Zhu, Tiejun Zhao

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

DocBank: A Benchmark Dataset for Document Layout Analysis.

Minghao Li, Yiheng Xu, Lei Cui, Shaohan Huang, Furu Wei, Zhoujun Li, Ming Zhou

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Unsupervised Fine-tuning for Text Clustering.

Shaohan Huang, Furu Wei, Lei Cui, Xingxing Zhang, Ming Zhou

Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019

Neural Melody Composition from Lyrics.

Hangbo Bao, Shaohan Huang, Furu Wei, Lei Cui, Yu Wu, Chuanqi Tan, Songhao Piao, Ming Zhou

Proceedings of the Natural Language Processing and Chinese Computing, 2019

Retrieval-Enhanced Adversarial Training for Neural Response Generation.

Qingfu Zhu, Lei Cui, Weinan Zhang, Furu Wei, Ting Liu

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Inspecting Unification of Encoding and Matching with Transformer: A Case Study of Machine Reading Comprehension.

Hangbo Bao, Li Dong, Furu Wei, Wenhui Wang, Nan Yang, Lei Cui, Songhao Piao, Ming Zhou

Proceedings of the 2nd Workshop on Machine Reading for Question Answering, 2019

LiveBot: Generating Live Video Comments Based on Visual and Textual Contexts.

Shuming Ma, Lei Cui, Damai Dai, Furu Wei, Xu Sun

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Unsupervised Machine Commenting with Neural Variational Topic Model.

Shuming Ma, Lei Cui, Furu Wei, Xu Sun

CoRR, 2018

Retrieval-Enhanced Adversarial Training for Neural Response Generation.

Qingfu Zhu, Lei Cui, Weinan Zhang, Furu Wei, Yining Chen, Ting Liu

CoRR, 2018

SeRI: A Dataset for Sub-event Relation Inference from an Encyclopedia.

Tao Ge, Lei Cui, Baobao Chang, Zhifang Sui, Furu Wei, Ming Zhou

Proceedings of the Natural Language Processing and Chinese Computing, 2018

EventWiki: A Knowledge Base of Major Events.

Tao Ge, Lei Cui, Baobao Chang, Zhifang Sui, Furu Wei, Ming Zhou

Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Attention-Fused Deep Matching Network for Natural Language Inference.

Chaoqun Duan, Lei Cui, Xinchi Chen, Furu Wei, Conghui Zhu, Tiejun Zhao

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

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

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Neural Open Information Extraction.

Lei Cui, Furu Wei, Ming Zhou

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017

SuperAgent: A Customer Service Chatbot for E-commerce Websites.

Lei Cui, Shaohan Huang, Furu Wei, Chuanqi Tan, Chaoqun Duan, Ming Zhou

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016

Aligning Coordinated Text Streams through Burst Information Network Construction and Decipherment.

Tao Ge, Qing Dou, Xiaoman Pan, Heng Ji, Lei Cui, Baobao Chang, Zhifang Sui, Ming Zhou

CoRR, 2016

Discovering Concept-Level Event Associations from a Text Stream.

Tao Ge, Lei Cui, Heng Ji, Baobao Chang, Zhifang Sui

Proceedings of the Natural Language Understanding and Intelligent Applications, 2016

News Stream Summarization using Burst Information Networks.

Tao Ge, Lei Cui, Baobao Chang, Sujian Li, Ming Zhou, Zhifang Sui

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Event Detection with Burst Information Networks.

Tao Ge, Lei Cui, Baobao Chang, Zhifang Sui, Ming Zhou

Proceedings of the COLING 2016, 2016

2014

Learning Topic Representation for SMT with Neural Networks.

Lei Cui, Dongdong Zhang, Shujie Liu, Qiming Chen, Mu Li, Ming Zhou, Muyun Yang

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Machine Translation with Real-Time Web Search.

Lei Cui, Ming Zhou, Qiming Chen, Dongdong Zhang, Mu Li

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013

Collective Corpus Weighting and Phrase Scoring for SMT Using Graph-Based Random Walk.

Lei Cui, Dongdong Zhang, Shujie Liu, Mu Li, Ming Zhou

Proceedings of the Natural Language Processing and Chinese Computing, 2013

Multi-Domain Adaptation for SMT Using Multi-Task Learning.

Lei Cui, Xilun Chen, Dongdong Zhang, Shujie Liu, Mu Li, Ming Zhou

Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

Bilingual Data Cleaning for SMT using Graph-based Random Walk.

Lei Cui, Dongdong Zhang, Shujie Liu, Mu Li, Ming Zhou

Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2011

Improving Phrase Extraction via MBR Phrase Scoring and Pruning.

Nan Duan, Mu Li, Ming Zhou, Lei Cui

Proceedings of Machine Translation Summit XIII: Papers, 2011

Function Word Generation in Statistical Machine Translation Systems.

Lei Cui, Dongdong Zhang, Mu Li, Ming Zhou

Proceedings of Machine Translation Summit XIII: Papers, 2011

2010

The MSRA machine translation system for IWSLT 2010.

Chi-Ho Li, Nan Duan, Yinggong Zhao, Shujie Liu, Lei Cui, Mei-Yuh Hwang, Amittai Axelrod, Jianfeng Gao, Yaodong Zhang, Li Deng

Proceedings of the 2010 International Workshop on Spoken Language Translation, 2010

Hybrid Decoding: Decoding with Partial Hypotheses Combination over Multiple SMT Systems.

Lei Cui, Dongdong Zhang, Mu Li, Ming Zhou, Tiejun Zhao

Proceedings of the COLING 2010, 2010

A Joint Rule Selection Model for Hierarchical Phrase-Based Translation.

Lei Cui, Dongdong Zhang, Mu Li, Ming Zhou, Tiejun Zhao

Proceedings of the ACL 2010, 2010