Xiaoya Li
- GPT-NER: Named Entity Recognition via Large Language Models
2023/04/20 by Shuhe Wang, Wang, Shuhe, Xiaofei Sun +13 · 1 voice · 26 citations
Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling #cs.CL
- Instruction Tuning for Large Language Models: A Survey
2023/08/21 by Shengyu Zhang, Linfeng Dong, Zhang, Shengyu +19 · 66 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Text Classification via Large Language Models
2023/05/15 by Xiaofei Sun, Xiaoya Li, Sun, Xiaofei +11 · 1 voice · 19 citations
Computer Science · #cs.CL
- Dice Loss for Data-imbalanced NLP Tasks
2019/11/07 by Xiaoya Li, Li, Xiaoya, Xiaofei Sun +10 · 13 citations
Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.CL
- Reinforcement Learning Enhanced LLMs: A Survey
2024/12/05 by Shuhe Wang, Shengyu Zhang, Wang, Shuhe +17 · 20 citations
Computer Science · Engineering · #Neural Networks and Applications #Iterative Learning Control Systems #Fuzzy Logic and Control Systems
- Progressive Domain Expansion Network for Single Domain Generalization
2021/03/30 by Lei Li, Ke Gao, Li, Lei +15 · 7 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Glyce: Glyph-vectors for Chinese Character Representations
2019/01/29 by Yuxian Meng, Meng, Yuxian, Wei Wu +18 · 9 citations
Computer Science · #cs.AI #cs.CL #cs.CV
- A Unified MRC Framework for Named Entity Recognition
2019/10/25 by Xiaoya Li, Li, Xiaoya, Jingrong Feng +10 · 10 citations
Computer Science · Decision Sciences · #cs.CL
- CUDA-L1: Improving CUDA Optimization via Contrastive Reinforcement Learning
2025/07/18 by Xiaoya Li, Li, Xiaoya, Sun, Xiaofei +5 · 18 citations
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
- ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin Information
2021/06/30 by Zijun Sun, Sun, Zijun, Xiaoya Li +14 · 3 citations
Computer Science · #cs.CL
- Entity-Relation Extraction as Multi-Turn Question Answering
2019/05/14 by Xiaoya Li, Fan Yin, Li, Xiaoya +14 · 3 citations
Computer Science · #cs.CL
- Interpreting Deep Learning Models in Natural Language Processing: A Review
2021/10/20 by Xiaofei Sun, Sun, Xiaofei, Diyi Yang +15 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Topic Modeling
- Improving Robustness and Generality of NLP Models Using Disentangled Representations
2020/09/21 by Jiawei Wu, Xiaoya Li, Wu, Jiawei +9 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Graphs with maximal Laplacian eigenvalue multiplicity
2026/07/26 by Songnian Xu, Xiaoya Li, Dein Wong +1
#math.SP