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Yuan, Zheng

  1. Qwen Technical Report
    2023/09/28 by Jinze Bai, Bai, Jinze, Shuai Bai +91 · 622 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  2. Self-playing Adversarial Language Game Enhances LLM Reasoning
    2024/04/16 by Pengyu Cheng, Cheng, Pengyu, Tianhao Hu +15 · 2 voices · 21 citations
    Computer Science · #Natural Language Processing Techniques #cs.CL #cs.LG
  3. RRHF: Rank Responses to Align Language Models with Human Feedback without tears
    2023/04/11 by Zheng Yuan, Yuan, Zheng, Hongyi Yuan +9 · 45 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  4. Scaling Relationship on Learning Mathematical Reasoning with Large Language Models
    2023/08/03 by Zheng Yuan, Yuan, Zheng, Hongyi Yuan +11 · 44 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  5. Where to Go Next for Recommender Systems? ID- vs. Modality-based Recommender Models Revisited
    2023/03/24 by Zheng Yuan, Yuan, Zheng, Fajie Yuan +13 · 37 citations
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Recommender Systems and Techniques #Topic Modeling
  6. How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition
    2023/10/09 by Guanting Dong, Dong, Guanting, Hongyi Yuan +17 · 42 citations
    Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Natural Language Processing Techniques #Topic Modeling
  7. Seed-Prover: Deep and Broad Reasoning for Automated Theorem Proving
    2025/07/31 by Luoxin Chen, Jinming Gu, Chen, Luoxin +69 · 2 voices · 34 citations
    #cs.AI #cs.CL
  8. Next-Generation Database Interfaces: A Survey of LLM-based Text-to-SQL
    2024/06/12 by Zijin Hong, Hong, Zijin, Zheng Yuan +11 · 39 citations
    Computer Science · #Advanced Computational Techniques and Applications #Advanced Database Systems and Queries #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences
  9. Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models
    2023/11/15 by Keming Lu, Lu, Keming, Hongyi Yuan +11 · 29 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Recommender Systems and Techniques #Topic Modeling
  10. How well do Large Language Models perform in Arithmetic tasks?
    2023/03/16 by Zheng Yuan, Yuan, Zheng, Hongyi Yuan +7 · 1 voice · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling #cs.AI #cs.CL
  11. Construction of the Literature Graph in Semantic Scholar
    2018/05/06 by Waleed Ammar, Dirk Groeneveld, Ammar, Waleed +43 · 13 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Semantic Web and Ontologies #Biomedical Text Mining and Ontologies
  12. Lean Workbook: A large-scale Lean problem set formalized from natural language math problems
    2024/06/06 by Huaiyuan Ying, Zijian Wu, Ying, Huaiyuan +8 · 26 citations
    Business, Management and Accounting · #Quality and Supply Management #Business Process Modeling and Analysis
  13. #InsTag: Instruction Tagging for Analyzing Supervised Fine-tuning of Large Language Models
    2023/08/14 by Keming Lu, Hongyi Yuan, Lu, Keming +13 · 14 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  14. MuggleMath: Assessing the Impact of Query and Response Augmentation on Math Reasoning
    2023/10/09 by Cheng‐Peng Li, Zheng Yuan, Li, Chengpeng +14 · 13 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
  15. InternLM2.5-StepProver: Advancing Automated Theorem Proving via Critic-Guided Search
    2024/10/21 by Zijian Wu, Wu, Zijian, Zhejian Zhou +10 · 20 citations
    Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Data Classification
  16. Code Synonyms Do Matter: Multiple Synonyms Matching Network for Automatic ICD Coding
    2022/03/03 by Zheng Yuan, Chuanqi Tan, Yuan, Zheng +3 · 8 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Health Professions · #Biomedical Text Mining and Ontologies #Natural Language Processing Techniques #Medical Coding and Health Information
  17. Pre-trained Model Guided Fine-Tuning for Zero-Shot Adversarial Robustness
    2024/01/09 by Sibo Wang, Jie Zhang, Wang, Sibo +5 · 12 citations
    Computer Science · #Adversarial Robustness in Machine Learning
  18. CODER: Knowledge infused cross-lingual medical term embedding for term normalization
    2020/11/05 by Yuan, Zheng, Zhao, Zhengyun, Sun, Haixia +3 · 7 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  19. CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark
    2021/06/15 by Ningyu Zhang, Mosha Chen, Zhang, Ningyu +43 · 7 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  20. Exploring the Upper Limits of Text-Based Collaborative Filtering Using Large Language Models: Discoveries and Insights
    2023/05/19 by Ruyu Li, Li, Ruyu, Wenhao Deng +9 · 9 citations
    Computer Science · #Recommender Systems and Techniques #Topic Modeling
  21. RAMM: Retrieval-augmented Biomedical Visual Question Answering with Multi-modal Pre-training
    2023/03/01 by Yuan, Zheng, Jin, Qiao, Tan, Chuanqi +4 · 8 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  22. A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models
    2025/01/21 by Qinggang Zhang, Shengyuan Chen, Zhang, Qinggang +18 · 19 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
  23. Evaluation Metrics in the Era of GPT-4: Reliably Evaluating Large Language Models on Sequence to Sequence Tasks
    2023/10/20 by Andrea Sottana, Sottana, Andrea, Bin Liang +5 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  24. SeqDiffuSeq: Text Diffusion with Encoder-Decoder Transformers
    2022/12/20 by Yuan, Hongyi, Yuan, Zheng, Tan, Chuanqi +2 · 6 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  25. BioBART: Pretraining and Evaluation of A Biomedical Generative Language Model
    2022/04/08 by Hongyi Yuan, Zheng Yuan, Yuan, Hongyi +9 · 5 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  26. HunyuanImage 3.0 Technical Report
    2025/09/28 by Tencent Hunyuan Foundation Model Team, Cao, Siyu, Chen, Hangting +72 · 32 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques
  27. The BEA 2023 Shared Task on Generating AI Teacher Responses in Educational Dialogues
    2023/06/12 by Anaïs Tack, Tack, Anaïs, Ekaterina Kochmar +7 · 6 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #Intelligent Tutoring Systems and Adaptive Learning #K.3 #Natural Language Processing Techniques #Topic Modeling
  28. Knowledge-to-SQL: Enhancing SQL Generation with Data Expert LLM
    2024/02/18 by Zijin Hong, Zheng Yuan, Hong, Zijin +9 · 6 citations
    Decision Sciences · Computer Science · #Scientific Computing and Data Management #Advanced Database Systems and Queries #Semantic Web and Ontologies
  29. Meta Gradient Adversarial Attack
    2021/08/09 by Zheng Yuan, Yuan, Zheng, Jie Zhang +9 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Domain Adaptation and Few-Shot Learning
  30. Adaptive Perturbation for Adversarial Attack
    2021/11/27 by Zheng Yuan, Jie Zhang, Yuan, Zheng +4 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  31. NineRec: A Benchmark Dataset Suite for Evaluating Transferable Recommendation
    2023/09/14 by Zhang, Jiaqi, Cheng, Yu, Ni, Yongxin +6 · 4 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  32. VLBiasBench: A Comprehensive Benchmark for Evaluating Bias in Large Vision-Language Model
    2024/06/20 by Wang, Sibo, Cao, Xiangkui, Zhang, Jie +4 · 5 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  33. FormalMATH: Benchmarking Formal Mathematical Reasoning of Large Language Models
    2025/05/05 by Zhouliang Yu, Ruotian Peng, Yu, Zhouliang +23 · 10 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
  34. Adaptive Image Transformations for Transfer-based Adversarial Attack
    2021/11/27 by Zheng Yuan, Jie Zhang, Yuan, Zheng +3 · 2 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #Bacillus and Francisella bacterial research
  35. Generative Biomedical Entity Linking via Knowledge Base-Guided Pre-training and Synonyms-Aware Fine-tuning
    2022/04/11 by Yuan, Hongyi, Yuan, Zheng, Yu, Sheng · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  36. Automatic Biomedical Term Clustering by Learning Fine-grained Term Representations
    2022/04/01 by Zeng, Sihang, Yuan, Zheng, Yu, Sheng · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  37. Neuro-Symbolic Entity Alignment via Variational Inference
    2024/10/05 by Shengyuan Chen, Chen, Shengyuan, Qinggang Zhang +8 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Topic Modeling
  38. On the application of Large Language Models for language teaching and assessment technology
    2023/07/17 by Caines, Andrew, Benedetto, Luca, Taslimipoor, Shiva +12 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  39. Spectral Normalization and Dual Contrastive Regularization for Image-to-Image Translation
    2023/04/22 by Zhao, Chen, Cai, Wei-Ling, Yuan, Zheng · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  40. A Survey of Automatic Hallucination Evaluation on Natural Language Generation
    2024/04/18 by Siya Qi, Qi, Siya, Yulan He +4 · 2 citations
    Psychology · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Digital Mental Health Interventions #FOS: Computer and information sciences #Misinformation and Its Impacts
  41. Evaluating the Quality of Hallucination Benchmarks for Large Vision-Language Models
    2024/06/24 by Yan, Bei, Zhang, Jie, Yuan, Zheng +2 · 3 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  42. The log-plurisubharmonicity of fiberwise ξ-Bergman kernels for variant functionals
    2023/03/29 by Bao, Shijie, Guan, Qi'an, Yuan, Zheng · 1 citation
    #32A36 #32A70 #32D15 #32L05 #32U05 #Complex Variables (math.CV) #FOS: Mathematics
  43. LLM-based Code-Switched Text Generation for Grammatical Error Correction
    2024/10/14 by Tom De Potter, Zheng Yuan, Potter, Tom +1 · 2 citations
    Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Educational Technology and Assessment
  44. An Extended Sequence Tagging Vocabulary for Grammatical Error Correction
    2023/02/12 by Stuart Mesham, Mesham, Stuart, Christopher Bryant +5 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  45. Effectiveness of strong openness property in Lp
    2021/06/07 by Qi’an Guan, Guan, Qi'an, Yuan, Zheng · 1 citation
    Mathematics · #Geometry and complex manifolds #Algebraic Geometry and Number Theory #Geometric Analysis and Curvature Flows
  46. Rubrik's Cube: Testing a New Rubric for Evaluating Explanations on the CUBE dataset
    2025/03/31 by Diana Galván-Sosa, Gabrielle Gaudeau, Galvan-Sosa, Diana +13 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #I.2.7 #Multimodal Machine Learning Applications #Topic Modeling
  47. REVAL: A Comprehension Evaluation on Reliability and Values of Large Vision-Language Models
    2025/03/20 by Zhang, Jie, Yuan, Zheng, Wang, Zhongqi +6 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  48. Seed-Prover 1.5: Mastering Undergraduate-Level Theorem Proving via Learning from Experience
    2025/12/19 by Jiangjie Chen, Chen, Jiangjie, Wenxiang Chen +40 · 3 citations
    Computer Science · Materials Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Logic, programming, and type systems #Machine Learning in Materials Science #Mathematics, Computing, and Information Processing
  49. Multi-cropping Contrastive Learning and Domain Consistency for Unsupervised Image-to-Image Translation
    2023/04/24 by Zhao, Chen, Cai, Wei-Ling, Yuan, Zheng +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  50. An LLM-Enhanced Adversarial Editing System for Lexical Simplification
    2024/02/22 by Keren Tan, Kangyang Luo, Tan, Keren +7 · 1 citation
    Computer Science · #Text Readability and Simplification #Natural Language Processing Techniques #Topic Modeling
  51. You Don't Need Pre-built Graphs for RAG: Retrieval Augmented Generation with Adaptive Reasoning Structures
    2025/08/08 by Shengyuan Chen, Chuang Zhou, Chen, Shengyuan +14 · 4 citations
    Computer Science · #Topic Modeling #Intelligent Tutoring Systems and Adaptive Learning #Natural Language Processing Techniques
  52. Knapsack Optimization-based Schema Linking for LLM-based Text-to-SQL Generation
    2025/02/18 by Zheng Yuan, Yuan, Zheng, Hao Chen +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques
  53. Cycle Contrastive Adversarial Learning for Unsupervised image Deraining
    2024/07/16 by Zhao, Chen, Cai, Weiling, Hu, ChengWei +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  54. BIOS: An Algorithmically Generated Biomedical Knowledge Graph
    2022/03/18 by Yu Sheng, Yu, Sheng, Zheng Yuan +25 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies #Topic Modeling