Incorporating Glosses into Neural Word Sense Disambiguation. - Fuli Luo; Tianyu Liu 001; Qiaolin Xia; Baobao Chang; Zhifang Sui (ACL (1), 2018)

Leveraging Gloss Knowledge in Neural Word Sense Disambiguation by Hierarchical Co-Attention. - Fuli Luo; Tianyu Liu 001; Zexue He; Qiaolin Xia; Zhifang Sui; Baobao Chang (EMNLP, 2018)

Learning Unsupervised Word Mapping by Maximizing Mean Discrepancy. - Pengcheng Yang; Fuli Luo; Shuangzhi Wu; Jingjing Xu 001; Dongdong Zhang 001; Xu Sun 001 (CoRR, 2018)

WSD-GAN: Word Sense Disambiguation Using Generative Adversarial Networks. - Zijian Hu; Fuli Luo; Yutong Tan; Wenxin Zeng; Zhifang Sui (AAAI, 2019)

Hierarchical Encoder with Auxiliary Supervision for Neural Table-to-Text Generation: Learning Better Representation for Tables. - Tianyu Liu 001; Fuli Luo; Qiaolin Xia; Shuming Ma; Baobao Chang; Zhifang Sui (AAAI, 2019)

Towards Comprehensive Description Generation from Factual Attribute-value Tables. - Tianyu Liu 001; Fuli Luo; Pengcheng Yang; Wei Wu 044; Baobao Chang; Zhifang Sui (ACL (1), 2019)

Learning to Control the Fine-grained Sentiment for Story Ending Generation. - Fuli Luo; Damai Dai; Pengcheng Yang; Tianyu Liu 001; Baobao Chang; Zhifang Sui; Xu Sun 001 (ACL (1), 2019)

Towards Fine-grained Text Sentiment Transfer. - Fuli Luo; Peng Li 030; Pengcheng Yang; Jie Zhou 016; Yutong Tan; Baobao Chang; Zhifang Sui; Xu Sun 001 (ACL (1), 2019)

A Hierarchical Reinforced Sequence Operation Method for Unsupervised Text Style Transfer. - Chen Wu 005; Xuancheng Ren; Fuli Luo; Xu Sun 001 (ACL (1), 2019)

MAAM: A Morphology-Aware Alignment Model for Unsupervised Bilingual Lexicon Induction. - Pengcheng Yang; Fuli Luo; Peng Chen; Tianyu Liu 001; Xu Sun 001 (ACL (1), 2019)

Enhancing Topic-to-Essay Generation with External Commonsense Knowledge. - Pengcheng Yang; Lei Li 039; Fuli Luo; Tianyu Liu 001; Xu Sun 001 (ACL (1), 2019)

A Deep Reinforced Sequence-to-Set Model for Multi-Label Classification. - Pengcheng Yang; Fuli Luo; Shuming Ma; Junyang Lin; Xu Sun 001 (ACL (1), 2019)

Cross-Modal Commentator: Automatic Machine Commenting Based on Cross-Modal Information. - Pengcheng Yang; Zhihan Zhang 001; Fuli Luo; Lei Li 039; Chengyang Huang; Xu Sun 001 (ACL (1), 2019)

Pun-GAN: Generative Adversarial Network for Pun Generation. - Fuli Luo; Shunyao Li; Pengcheng Yang; Lei Li 039; Baobao Chang; Zhifang Sui; Xu Sun 001 (EMNLP/IJCNLP (1), 2019)

A Dual Reinforcement Learning Framework for Unsupervised Text Style Transfer. - Fuli Luo; Peng Li 030; Jie Zhou 016; Pengcheng Yang; Baobao Chang; Xu Sun 001; Zhifang Sui (IJCAI, 2019)

Knowledgeable Storyteller: A Commonsense-Driven Generative Model for Visual Storytelling. - Pengcheng Yang; Fuli Luo; Peng Chen; Lei Li 039; Zhiyi Yin; Xiaodong He 001; Xu Sun 001 (IJCAI, 2019)

Learning Unsupervised Word Mapping via Maximum Mean Discrepancy. - Pengcheng Yang; Fuli Luo; Shuangzhi Wu; Jingjing Xu 001; Dongdong Zhang 001 (NLPCC (1), 2019)

Cross-language document summarization via extraction and ranking of multiple summaries. - Xiaojun Wan 001; Fuli Luo; Xue Sun; Songfang Huang; Jin-ge Yao (Knowl. Inf. Syst., 2019)

Inductively Representing Out-of-Knowledge-Graph Entities by Optimal Estimation Under Translational Assumptions. - Damai Dai; Hua Zheng; Fuli Luo; Pengcheng Yang; Baobao Chang; Zhifang Sui (CoRR, 2020)

CAPT: Contrastive Pre-Training for Learning Denoised Sequence Representations. - Fuli Luo; Pengcheng Yang; Shicheng Li; Xuancheng Ren; Xu Sun 001 (CoRR, 2020)

VECO: Variable Encoder-decoder Pre-training for Cross-lingual Understanding and Generation. - Fuli Luo; Wei Wang 225; Jiahao Liu; Yijia Liu; Bin Bi; Songfang Huang; Fei Huang 002; Luo Si (CoRR, 2020)

Multi-Granularity Contrasting for Cross-Lingual Pre-Training. - Shicheng Li; Pengcheng Yang; Fuli Luo; Jun Xie (ACL/IJCNLP (Findings), 2021)

VECO: Variable and Flexible Cross-lingual Pre-training for Language Understanding and Generation. - Fuli Luo; Wei Wang 225; Jiahao Liu; Yijia Liu; Bin Bi; Songfang Huang; Fei Huang 002; Luo Si (ACL/IJCNLP (1), 2021)

Rethinking Denoised Auto-Encoding in Language Pre-Training. - Fuli Luo; Pengcheng Yang; Shicheng Li; Xuancheng Ren; Xu Sun 001; Songfang Huang; Fei Huang 002 (EMNLP (1), 2021)

Raise a Child in Large Language Model: Towards Effective and Generalizable Fine-tuning. - Runxin Xu; Fuli Luo; Zhiyuan Zhang; Chuanqi Tan; Baobao Chang; Songfang Huang; Fei Huang 002 (EMNLP (1), 2021)

Inductively Representing Out-of-Knowledge-Graph Entities by Optimal Estimation Under Translational Assumptions. - Damai Dai; Hua Zheng; Fuli Luo; Pengcheng Yang; Tianyu Liu 001; Zhifang Sui; Baobao Chang (RepL4NLP@ACL-IJCNLP, 2021)

SemVLP: Vision-Language Pre-training by Aligning Semantics at Multiple Levels. - Chenliang Li; Ming Yan 008; Haiyang Xu 001; Fuli Luo; Wei Wang 225; Bin Bi; Songfang Huang (CoRR, 2021)

Correlation Analysis and Reconstruction of the Geometric Evaluation Indicator System of the Discrete Global Grid. - Zheng Wang 064; Xuesheng Zhao; Wenbin Sun; Fuli Luo; Yalu Li; Yuanzheng Duan (ISPRS Int. J. Geo Inf., 2021)

From Dense to Sparse: Contrastive Pruning for Better Pre-trained Language Model Compression. - Runxin Xu; Fuli Luo; Chengyu Wang 001; Baobao Chang; Jun Huang 007; Songfang Huang; Fei Huang 002 (AAAI, 2022)

Probing Structured Pruning on Multilingual Pre-trained Models: Settings, Algorithms, and Efficiency. - Yanyang Li; Fuli Luo; Runxin Xu; Songfang Huang; Fei Huang 002; Liwei Wang 009 (ACL (1), 2022)

S$^4$-Tuning: A Simple Cross-lingual Sub-network Tuning Method. - Runxin Xu; Fuli Luo; Baobao Chang; Songfang Huang; Fei Huang 002 (ACL (2), 2022)

Towards Unified Prompt Tuning for Few-shot Text Classification. - Jianing Wang 002; Chengyu Wang 001; Fuli Luo; Chuanqi Tan; Minghui Qiu; Fei Yang; Qiuhui Shi; Songfang Huang; Ming Gao 001 (EMNLP (Findings), 2022)

Parameter-Efficient Sparsity for Large Language Models Fine-Tuning. - Yuchao Li; Fuli Luo; Chuanqi Tan; Mengdi Wang; Songfang Huang; Shen Li; Junjie Bai (IJCAI, 2022)

On Effectively Learning of Knowledge in Continual Pre-training. - Cunxiang Wang; Fuli Luo; Yanyang Li; Runxin Xu; Fei Huang 002; Yue Zhang 004 (CoRR, 2022)

A GtoG Direct Coding Mapping Method for Multi-Type Global Discrete Grids Based on Space Filling Curves. - Yalu Li; Xuesheng Zhao; Wenbin Sun; Guangsong Wang; Fuli Luo; Zheng Wang 064; Yuanzheng Duan (ISPRS Int. J. Geo Inf., 2022)

Knowledgeable Salient Span Mask for Enhancing Language Models as Knowledge Base. - Cunxiang Wang; Fuli Luo; Yanyang Li; Runxin Xu; Fei Huang 002; Yue Zhang 004 (NLPCC (2), 2023)

Making Pre-trained Language Models End-to-end Few-shot Learners with Contrastive Prompt Tuning. - Ziyun Xu; Chengyu Wang 001; Minghui Qiu; Fuli Luo; Runxin Xu; Songfang Huang; Jun Huang 007 (WSDM, 2023)

Construction of quality evaluation indicator system for diamond discrete global grid systems. - Fuli Luo; Shupeng Gao; Xinpeng Wang 012; Aimei Chen; Zheng Wang; Yalu Li (Int. J. Digit. Earth, 2023)

DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models. - Damai Dai; Chengqi Deng; Chenggang Zhao; R. X. Xu; Huazuo Gao; Deli Chen; Jiashi Li; Wangding Zeng; Xingkai Yu; Y. Wu; Zhenda Xie; Y. K. Li; et al. (ACL (1), 2024)

Comparative Analysis of Two Angle Normalization Approaches for SAR Backscatter: Simulation and Satellite Observation-Based Evaluation in Soil Moisture Retrieval. - Dong Fan; Zhen Wang; Fuli Luo; Jiliu Hu; Junxuan Liu; Bo-Hui Tang (IGARSS, 2024)

Quantification of Correlation Between Geometric Characteristics for The Hexagonal Discrete Global Grid Systems. - Fuli Luo; Qiang Lu; Zheng Wang (IGARSS, 2024)

DeepSeek LLM: Scaling Open-Source Language Models with Longtermism. - Xiao Bi; Deli Chen; Guanting Chen 002; Shanhuang Chen; Damai Dai; Chengqi Deng; Honghui Ding; Kai Dong 003; Qiushi Du; Zhe Fu; Huazuo Gao; Kaige Gao; et al. (CoRR, 2024)

DeepSeek-Coder: When the Large Language Model Meets Programming - The Rise of Code Intelligence. - Daya Guo; Qihao Zhu; Dejian Yang; Zhenda Xie; Kai Dong 003; Wentao Zhang; Guanting Chen 002; Xiao Bi; Y. Wu; Y. K. Li; Fuli Luo; Yingfei Xiong 001; et al. (CoRR, 2024)

DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model. - DeepSeek-AI; Aixin Liu; Bei Feng; Bin Wang 065; Bingxuan Wang; Bo Liu 039; Chenggang Zhao; Chengqi Deng; Chong Ruan; Damai Dai; Daya Guo; Dejian Yang; et al. (CoRR, 2024)

DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence. - DeepSeek-AI; Qihao Zhu; Daya Guo; Zhihong Shao; Dejian Yang; Peiyi Wang; Runxin Xu; Y. Wu; Yukun Li; Huazuo Gao; Shirong Ma; Wangding Zeng; et al. (CoRR, 2024)

DeepSeek-Prover-V1.5: Harnessing Proof Assistant Feedback for Reinforcement Learning and Monte-Carlo Tree Search. - Huajian Xin; Z. Z. Ren; Junxiao Song; Zhihong Shao; Wanjia Zhao; Haocheng Wang; Bo Liu 039; Liyue Zhang; Xuan Lu; Qiushi Du; Wenjun Gao; Qihao Zhu; et al. (CoRR, 2024)

DeepSeek-V3 Technical Report. - DeepSeek-AI; Aixin Liu; Bei Feng; Bing Xue; Bingxuan Wang; Bochao Wu; Chengda Lu; Chenggang Zhao; Chengqi Deng; Chenyu Zhang; Chong Ruan; Damai Dai; et al. (CoRR, 2024)

Regional-Scale Equidistance Optimizing Method Considering the Equidistance Patterns of Discrete Global Grid Systems. - Fuli Luo; Lei Wang; Yue Yu; Tengfei Cui; Li Han (ISPRS Int. J. Geo Inf., 2024)

Construction of inherent geometric pattern for equal-area hexagonal discrete global grid systems. - Fuli Luo; Tengfei Cui; Lei Wang; Zheng Wang; Shupeng Gao; Li Han (Int. J. Digit. Earth, 2024)

DeepSeek-Prover-V1.5: Harnessing Proof Assistant Feedback for Reinforcement Learning and Monte-Carlo Tree Search. - Huajian Xin; Z. Z. Ren; Junxiao Song; Zhihong Shao; Wanjia Zhao; Haocheng Wang; Bo Liu; Liyue Zhang; Xuan Lu; Qiushi Du; Wenjun Gao; Haowei Zhang; et al. (ICLR, 2025)

DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning. - DeepSeek-AI; Daya Guo; Dejian Yang; Haowei Zhang; Junxiao Song; Ruoyu Zhang; Runxin Xu; Qihao Zhu; Shirong Ma; Peiyi Wang; Xiao Bi; Xiaokang Zhang; et al. (CoRR, 2025)