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Furu Wei
Publications
- 2023
- [c225]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: 13094-13102 - [c193]Jingye Chen, Yupan Huang, Tengchao Lv, Lei Cui, Qifeng Chen, Furu Wei:
TextDiffuser: Diffusion Models as Text Painters. NeurIPS 2023 - [c190]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 - [i212]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:
Language Is Not All You Need: Aligning Perception with Language Models. CoRR abs/2302.14045 (2023) - [i198]Jingye Chen, Yupan Huang, Tengchao Lv, Lei Cui, Qifeng Chen, Furu Wei:
TextDiffuser: Diffusion Models as Text Painters. CoRR abs/2305.10855 (2023) - [i179]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 abs/2309.11419 (2023) - [i167]Jingye Chen, Yupan Huang, Tengchao Lv, Lei Cui, Qifeng Chen, Furu Wei:
TextDiffuser-2: Unleashing the Power of Language Models for Text Rendering. CoRR abs/2311.16465 (2023) - 2022
- [c183]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: 3214-3224 - [c180]Junlong Li, Yiheng Xu, Lei Cui, Furu Wei:
MarkupLM: Pre-training of Text and Markup Language for Visually Rich Document Understanding. ACL (1) 2022: 6078-6087 - [c173]Jingye Chen, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei:
XDoc: Unified Pre-training for Cross-Format Document Understanding. EMNLP (Findings) 2022: 1006-1016 - [c155]Junlong Li, Yiheng Xu, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei:
DiT: Self-supervised Pre-training for Document Image Transformer. ACM Multimedia 2022: 3530-3539 - [c154]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: 4083-4091 - [i154]Junlong Li, Yiheng Xu, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei:
DiT: Self-supervised Pre-training for Document Image Transformer. CoRR abs/2203.02378 (2022) - [i149]Yupan Huang, Tengchao Lv, Lei Cui, Yutong Lu, Furu Wei:
LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking. CoRR abs/2204.08387 (2022) - [i126]Jingye Chen, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei:
XDoc: Unified Pre-training for Cross-Format Document Understanding. CoRR abs/2210.02849 (2022) - 2021
- [c145]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: 2579-2591 - [c133]Zilong Wang, Yiheng Xu, Lei Cui, Jingbo Shang, Furu Wei:
LayoutReader: Pre-training of Text and Layout for Reading Order Detection. EMNLP (1) 2021: 4735-4744 - [i96]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 abs/2104.08836 (2021) - [i92]Tengchao Lv, Lei Cui, Momcilo Vasilijevic, Furu Wei:
VT-SSum: A Benchmark Dataset for Video Transcript Segmentation and Summarization. CoRR abs/2106.05606 (2021) - [i84]Zilong Wang, Yiheng Xu, Lei Cui, Jingbo Shang, Furu Wei:
LayoutReader: Pre-training of Text and Layout for Reading Order Detection. CoRR abs/2108.11591 (2021) - [i80]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 abs/2109.10282 (2021) - [i76]Junlong Li, Yiheng Xu, Lei Cui, Furu Wei:
MarkupLM: Pre-training of Text and Markup Language for Visually-rich Document Understanding. CoRR abs/2110.08518 (2021) - [i68]Lei Cui, Yiheng Xu, Tengchao Lv, Furu Wei:
Document AI: Benchmarks, Models and Applications. CoRR abs/2111.08609 (2021) - 2020
- [c122]Minghao Li, Yiheng Xu, Lei Cui, Shaohan Huang, Furu Wei, Zhoujun Li, Ming Zhou:
DocBank: A Benchmark Dataset for Document Layout Analysis. COLING 2020: 949-960 - [c121]Shaohan Huang, Furu Wei, Lei Cui, Xingxing Zhang, Ming Zhou:
Unsupervised Fine-tuning for Text Clustering. COLING 2020: 5530-5534 - [c119]Chaoqun Duan, Lei Cui, Shuming Ma, Furu Wei, Conghui Zhu, Tiejun Zhao:
Multimodal Matching Transformer for Live Commenting. ECAI 2020: 1998-2005 - [c103]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: 1192-1200 - [c102]Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, Ming Zhou, Zhoujun Li:
TableBank: Table Benchmark for Image-based Table Detection and Recognition. LREC 2020: 1918-1925 - [i63]Chaoqun Duan, Lei Cui, Shuming Ma, Furu Wei, Conghui Zhu, Tiejun Zhao:
Multimodal Matching Transformer for Live Commenting. CoRR abs/2002.02649 (2020) - [i52]Minghao Li, Yiheng Xu, Lei Cui, Shaohan Huang, Furu Wei, Zhoujun Li, Ming Zhou:
DocBank: A Benchmark Dataset for Document Layout Analysis. CoRR abs/2006.01038 (2020) - [i45]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 abs/2012.14740 (2020) - 2019
- [c97]Shuming Ma, Lei Cui, Damai Dai, Furu Wei, Xu Sun:
LiveBot: Generating Live Video Comments Based on Visual and Textual Contexts. AAAI 2019: 6810-6817 - [c94]Qingfu Zhu, Lei Cui, Weinan Zhang, Furu Wei, Ting Liu:
Retrieval-Enhanced Adversarial Training for Neural Response Generation. ACL (1) 2019: 3763-3773 - [c90]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: 14-18 - [c85]Hangbo Bao, Shaohan Huang, Furu Wei, Lei Cui, Yu Wu, Chuanqi Tan, Songhao Piao, Ming Zhou:
Neural Melody Composition from Lyrics. NLPCC (1) 2019: 499-511 - [i42]Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, Ming Zhou, Zhoujun Li:
TableBank: Table Benchmark for Image-based Table Detection and Recognition. CoRR abs/1903.01949 (2019) - [i30]Yiheng Xu, Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, Ming Zhou:
LayoutLM: Pre-training of Text and Layout for Document Image Understanding. CoRR abs/1912.13318 (2019) - 2018
- [c79]Lei Cui, Furu Wei, Ming Zhou:
Neural Open Information Extraction. ACL (2) 2018: 407-413 - [c74]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: 2496-2506 - [c73]Chaoqun Duan, Lei Cui, Xinchi Chen, Furu Wei, Conghui Zhu, Tiejun Zhao:
Attention-Fused Deep Matching Network for Natural Language Inference. IJCAI 2018: 4033-4040 - [c69]Tao Ge, Lei Cui, Baobao Chang, Zhifang Sui, Furu Wei, Ming Zhou:
EventWiki: A Knowledge Base of Major Events. LREC 2018 - [c67]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: 268-277 - [i28]Lei Cui, Furu Wei, Ming Zhou:
Neural Open Information Extraction. CoRR abs/1805.04270 (2018) - [i19]Qingfu Zhu, Lei Cui, Weinan Zhang, Furu Wei, Yining Chen, Ting Liu:
Retrieval-Enhanced Adversarial Training for Neural Response Generation. CoRR abs/1809.04276 (2018) - [i18]Hangbo Bao, Shaohan Huang, Furu Wei, Lei Cui, Yu Wu, Chuanqi Tan, Songhao Piao, Ming Zhou:
Neural Melody Composition from Lyrics. CoRR abs/1809.04318 (2018) - [i17]Shuming Ma, Lei Cui, Damai Dai, Furu Wei, Xu Sun:
LiveBot: Generating Live Video Comments Based on Visual and Textual Contexts. CoRR abs/1809.04938 (2018) - [i16]Shuming Ma, Lei Cui, Furu Wei, Xu Sun:
Unsupervised Machine Commenting with Neural Variational Topic Model. CoRR abs/1809.04960 (2018) - 2017
- [c65]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: 97-102
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