A Joint Rule Selection Model for Hierarchical Phrase-Based Translation. - Lei Cui 001; Dongdong Zhang 001; Mu Li 001; Ming Zhou 001; Tiejun Zhao (ACL (2), 2010)

Hybrid Decoding: Decoding with Partial Hypotheses Combination over Multiple SMT Systems. - Lei Cui 001; Dongdong Zhang 001; Mu Li 001; Ming Zhou 001; Tiejun Zhao (COLING (Posters), 2010)

The MSRA machine translation system for IWSLT 2010. - Chi-Ho Li; Nan Duan; Yinggong Zhao; Shujie Liu 001; Lei Cui 001; Mei-Yuh Hwang; Amittai Axelrod; Jianfeng Gao 001; Yaodong Zhang; Li Deng 001 (IWSLT, 2010)

Function Word Generation in Statistical Machine Translation Systems. - Lei Cui 001; Dongdong Zhang 001; Mu Li 001; Ming Zhou 001 (MTSummit, 2011)

Improving Phrase Extraction via MBR Phrase Scoring and Pruning. - Nan Duan; Mu Li 001; Ming Zhou 001; Lei Cui 001 (MTSummit, 2011)

Bilingual Data Cleaning for SMT using Graph-based Random Walk. - Lei Cui 001; Dongdong Zhang 001; Shujie Liu 001; Mu Li 001; Ming Zhou 001 (ACL (2), 2013)

Multi-Domain Adaptation for SMT Using Multi-Task Learning. - Lei Cui 001; Xilun Chen 002; Dongdong Zhang 001; Shujie Liu 001; Mu Li 001; Ming Zhou 001 (EMNLP, 2013)

Collective Corpus Weighting and Phrase Scoring for SMT Using Graph-Based Random Walk. - Lei Cui 001; Dongdong Zhang 001; Shujie Liu 001; Mu Li 001; Ming Zhou 001 (NLPCC, 2013)

Machine Translation with Real-Time Web Search. - Lei Cui 001; Ming Zhou 001; Qiming Chen; Dongdong Zhang 001; Mu Li 001 (AAAI, 2014)

Learning Topic Representation for SMT with Neural Networks. - Lei Cui 001; Dongdong Zhang 001; Shujie Liu 001; Qiming Chen; Mu Li 001; Ming Zhou 001; Muyun Yang (ACL (1), 2014)

Event Detection with Burst Information Networks. - Tao Ge 001; Lei Cui 001; Baobao Chang; Zhifang Sui; Ming Zhou 001 (COLING, 2016)

News Stream Summarization using Burst Information Networks. - Tao Ge 001; Lei Cui 001; Baobao Chang; Sujian Li; Ming Zhou 001; Zhifang Sui (EMNLP, 2016)

Discovering Concept-Level Event Associations from a Text Stream. - Tao Ge 001; Lei Cui 001; Heng Ji 001; Baobao Chang; Zhifang Sui (NLPCC/ICCPOL, 2016)

Aligning Coordinated Text Streams through Burst Information Network Construction and Decipherment. - Tao Ge 001; Qing Dou; Xiaoman Pan; Heng Ji 001; Lei Cui 001; Baobao Chang; Zhifang Sui; Ming Zhou 001 (CoRR, 2016)

SuperAgent: A Customer Service Chatbot for E-commerce Websites. - Lei Cui 001; Shaohan Huang; Furu Wei; Chuanqi Tan; Chaoqun Duan; Ming Zhou 001 (ACL (System Demonstrations), 2017)

Neural Open Information Extraction. - Lei Cui 001; Furu Wei; Ming Zhou 001 (ACL (2), 2018)

Fine-grained Coordinated Cross-lingual Text Stream Alignment for Endless Language Knowledge Acquisition. - Tao Ge 001; Qing Dou; Heng Ji 001; Lei Cui 001; Baobao Chang; Zhifang Sui; Furu Wei; Ming Zhou 001 (EMNLP, 2018)

Attention-Fused Deep Matching Network for Natural Language Inference. - Chaoqun Duan; Lei Cui 001; Xinchi Chen; Furu Wei; Conghui Zhu; Tiejun Zhao (IJCAI, 2018)

EventWiki: A Knowledge Base of Major Events. - Tao Ge 001; Lei Cui 001; Baobao Chang; Zhifang Sui; Furu Wei; Ming Zhou 001 (LREC, 2018)

SeRI: A Dataset for Sub-event Relation Inference from an Encyclopedia. - Tao Ge 001; Lei Cui 001; Baobao Chang; Zhifang Sui; Furu Wei; Ming Zhou 001 (NLPCC (2), 2018)

Retrieval-Enhanced Adversarial Training for Neural Response Generation. - Qingfu Zhu; Lei Cui 001; Weinan Zhang 003; Furu Wei; Yining Chen; Ting Liu 001 (CoRR, 2018)

Unsupervised Machine Commenting with Neural Variational Topic Model. - Shuming Ma; Lei Cui 001; Furu Wei; Xu Sun 001 (CoRR, 2018)

LiveBot: Generating Live Video Comments Based on Visual and Textual Contexts. - Shuming Ma; Lei Cui 001; Damai Dai; Furu Wei; Xu Sun 001 (AAAI, 2019)

Inspecting Unification of Encoding and Matching with Transformer: A Case Study of Machine Reading Comprehension. - Hangbo Bao; Li Dong 004; Furu Wei; Wenhui Wang 003; Nan Yang 002; Lei Cui 001; Songhao Piao; Ming Zhou 001 (MRQA@EMNLP, 2019)

Retrieval-Enhanced Adversarial Training for Neural Response Generation. - Qingfu Zhu; Lei Cui 001; Weinan Zhang 003; Furu Wei; Ting Liu 001 (ACL (1), 2019)

Neural Melody Composition from Lyrics. - Hangbo Bao; Shaohan Huang; Furu Wei; Lei Cui 001; Yu Wu 012; Chuanqi Tan; Songhao Piao; Ming Zhou 001 (NLPCC (1), 2019)

Unsupervised Fine-tuning for Text Clustering. - Shaohan Huang; Furu Wei; Lei Cui 001; Xingxing Zhang 002; Ming Zhou 001 (COLING, 2020)

DocBank: A Benchmark Dataset for Document Layout Analysis. - Minghao Li 004; Yiheng Xu; Lei Cui 001; Shaohan Huang; Furu Wei; Zhoujun Li 001; Ming Zhou 001 (COLING, 2020)

Multimodal Matching Transformer for Live Commenting. - Chaoqun Duan; Lei Cui 001; Shuming Ma; Furu Wei; Conghui Zhu; Tiejun Zhao (ECAI, 2020)

LayoutLM: Pre-training of Text and Layout for Document Image Understanding. - Yiheng Xu; Minghao Li 004; Lei Cui 001; Shaohan Huang; Furu Wei; Ming Zhou 001 (KDD, 2020)

TableBank: Table Benchmark for Image-based Table Detection and Recognition. - Minghao Li 004; Lei Cui 001; Shaohan Huang; Furu Wei; Ming Zhou 001; Zhoujun Li 001 (LREC, 2020)

LayoutLMv2: Multi-modal Pre-training for Visually-rich Document Understanding. - Yang Xu 049; Yiheng Xu; Tengchao Lv; Lei Cui 001; Furu Wei; Guoxin Wang; Yijuan Lu; Dinei A. F. Florêncio; Cha Zhang; Wanxiang Che; Min Zhang 005; Lidong Zhou (ACL/IJCNLP (1), 2021)

LayoutReader: Pre-training of Text and Layout for Reading Order Detection. - Zilong Wang 002; Yiheng Xu; Lei Cui 001; Jingbo Shang; Furu Wei (EMNLP (1), 2021)

LayoutXLM: Multimodal Pre-training for Multilingual Visually-rich Document Understanding. - Yiheng Xu; Tengchao Lv; Lei Cui 001; Guoxin Wang; Yijuan Lu; Dinei Florêncio; Cha Zhang; Furu Wei (CoRR, 2021)

VT-SSum: A Benchmark Dataset for Video Transcript Segmentation and Summarization. - Tengchao Lv; Lei Cui 001; Momcilo Vasilijevic; Furu Wei (CoRR, 2021)

TrOCR: Transformer-based Optical Character Recognition with Pre-trained Models. - Minghao Li 004; Tengchao Lv; Lei Cui 001; Yijuan Lu; Dinei A. F. Florêncio; Cha Zhang; Zhoujun Li 001; Furu Wei (CoRR, 2021)

Document AI: Benchmarks, Models and Applications. - Lei Cui 001; Yiheng Xu; Tengchao Lv; Furu Wei (CoRR, 2021)

MarkupLM: Pre-training of Text and Markup Language for Visually Rich Document Understanding. - Junlong Li; Yiheng Xu; Lei Cui 001; Furu Wei (ACL (1), 2022)

XFUND: A Benchmark Dataset for Multilingual Visually Rich Form Understanding. - Yiheng Xu; Tengchao Lv; Lei Cui 001; Guoxin Wang; Yijuan Lu; Dinei A. F. Florêncio; Cha Zhang; Furu Wei (ACL (Findings), 2022)

XDoc: Unified Pre-training for Cross-Format Document Understanding. - Jingye Chen; Tengchao Lv; Lei Cui 001; Cha Zhang; Furu Wei (EMNLP (Findings), 2022)

A Simple yet Effective Learnable Positional Encoding Method for Improving Document Transformer Model. - Guoxin Wang; Yijuan Lu; Lei Cui 001; Tengchao Lv; Dinei A. F. Florêncio; Cha Zhang (AACL/IJCNLP (Findings), 2022)

LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking. - Yupan Huang; Tengchao Lv; Lei Cui 001; Yutong Lu; Furu Wei (ACM Multimedia, 2022)

DiT: Self-supervised Pre-training for Document Image Transformer. - Junlong Li; Yiheng Xu; Tengchao Lv; Lei Cui 001; Cha Zhang; Furu Wei (ACM Multimedia, 2022)

TrOCR: Transformer-Based Optical Character Recognition with Pre-trained Models. - Minghao Li 004; Tengchao Lv; Jingye Chen; Lei Cui 001; Yijuan Lu; Dinei A. F. Florêncio; Cha Zhang; Zhoujun Li 001; Furu Wei (AAAI, 2023)

TextDiffuser: Diffusion Models as Text Painters. - Jingye Chen; Yupan Huang; Tengchao Lv; Lei Cui 001; Qifeng Chen; Furu Wei (NeurIPS, 2023)

Language Is Not All You Need: Aligning Perception with Language Models. - Shaohan Huang; Li Dong 004; Wenhui Wang 003; Yaru Hao; Saksham Singhal; Shuming Ma; Tengchao Lv; Lei Cui 001; Owais Khan Mohammed; Barun Patra; Qiang Liu; Kriti Aggarwal; et al. (NeurIPS, 2023)

Kosmos-2.5: A Multimodal Literate Model. - Tengchao Lv; Yupan Huang; Jingye Chen; Lei Cui 001; Shuming Ma; Yaoyao Chang; Shaohan Huang; Wenhui Wang 003; Li Dong 004; Weiyao Luo; Shaoxiang Wu; Guoxin Wang; et al. (CoRR, 2023)

TextDiffuser-2: Unleashing the Power of Language Models for Text Rendering. - Jingye Chen; Yupan Huang; Tengchao Lv; Lei Cui 001; Qifeng Chen; Furu Wei (ECCV (5), 2024)

Mind's Eye of LLMs: Visualization-of-Thought Elicits Spatial Reasoning in Large Language Models. - Wenshan Wu; Shaoguang Mao; Yadong Zhang; Yan Xia 005; Li Dong 004; Lei Cui 001; Furu Wei (NeurIPS, 2024)

Visualization-of-Thought Elicits Spatial Reasoning in Large Language Models. - Wenshan Wu; Shaoguang Mao; Yadong Zhang; Yan Xia 005; Li Dong 004; Lei Cui 001; Furu Wei (CoRR, 2024)

RedStone: Curating General, Code, Math, and QA Data for Large Language Models. - Yaoyao Chang; Lei Cui 001; Li Dong 004; Shaohan Huang; Yangyu Huang; Yupan Huang; Scarlett Li; Tengchao Lv; Shuming Ma; Qinzheng Sun; Wenhui Wang 003; Furu Wei; et al. (CoRR, 2024)

MMLU-CF: A Contamination-free Multi-task Language Understanding Benchmark. - Qihao Zhao; Yangyu Huang; Tengchao Lv; Lei Cui 001; Qinzheng Sun; Shaoguang Mao; Xingxing Zhang 002; Ying Xin; Qiufeng Yin; Scarlett Li; Furu Wei (CoRR, 2024)

MMLU-CF: A Contamination-free Multi-task Language Understanding Benchmark. - Qihao Zhao; Yangyu Huang; Tengchao Lv; Lei Cui 001; Qinzheng Sun; Shaoguang Mao; Xin Zhang; Ying Xin; Qiufeng Yin; Scarlett Li; Furu Wei (ACL (1), 2025)

PEACE: Empowering Geologic Map Holistic Understanding with MLLMs. - Yangyu Huang; Tianyi Gao; Haoran Xu; Qihao Zhao; Yang Song; Zhipeng Gui; Tengchao Lv; Hao Chen; Lei Cui 001; Scarlett Li; Furu Wei (CVPR, 2025)

Model as a Game: On Numerical and Spatial Consistency for Generative Games. - Jingye Chen; Yuzhong Zhao; Yupan Huang; Lei Cui 001; Li Dong 004; Tengchao Lv; Qifeng Chen; Furu Wei (CoRR, 2025)

Think Only When You Need with Large Hybrid-Reasoning Models. - Lingjie Jiang; Xun Wu; Shaohan Huang; Qingxiu Dong; Zewen Chi; Li Dong 004; Xingxing Zhang 002; Tengchao Lv; Lei Cui 001; Furu Wei (CoRR, 2025)

Geometric-Mean Policy Optimization. - Yuzhong Zhao; Yue Liu; Junpeng Liu; Jingye Chen; Xun Wu; Yaru Hao; Tengchao Lv; Shaohan Huang; Lei Cui 001; Qixiang Ye; Fang Wan 001; Furu Wei (CoRR, 2025)