Hierarchical Attention Prototypical Networks for Few-Shot Text Classification. - Shengli Sun; Qingfeng Sun; Kevin Zhou; Tengchao Lv (EMNLP/IJCNLP (1), 2019)

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)

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)

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)

Adversarial Knowledge Stimulated Contrastive Prompting for Few-shot Language Learners. - Kai Zheng 021; Qingfeng Sun; Yaming Yang 001; Tengchao Lv; Yeyong Pi; Changlin Zhao; Fei Xu; Qi Zhang 066 (ACL (Findings), 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)

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)