Li, Xiaoya
- GPT-NER: Named Entity Recognition via Large Language Models
2023/04/20 by Shuhe Wang, Wang, Shuhe, Xiaofei Sun +13 · 1 voice · 23 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 · 64 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, Xiaofei Sun, Li, Xiaoya +10 · 11 citations
Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.CL
- Triggerless Backdoor Attack for NLP Tasks with Clean Labels
2021/11/15 by Gan, Leilei, Li, Jiwei, Zhang, Tianwei +6 · 9 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- Progressive Domain Expansion Network for Single Domain Generalization
2021/03/30 by Lei Li, Li, Lei, Ke Gao +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
- Reinforcement Learning Enhanced LLMs: A Survey
2024/12/05 by Shuhe Wang, Wang, Shuhe, Shengyu Zhang +17 · 18 citations
Computer Science · Engineering · #Neural Networks and Applications #Iterative Learning Control Systems #Fuzzy Logic and Control Systems
- Glyce: Glyph-vectors for Chinese Character Representations
2019/01/29 by Yuxian Meng, Wei Wu, Meng, Yuxian +18 · 9 citations
Computer Science · #cs.AI #cs.CL #cs.CV
- 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
- CUDA-L1: Improving CUDA Optimization via Contrastive Reinforcement Learning
2025/07/18 by Xiaoya Li, Li, Xiaoya, Sun, Xiaofei +5 · 16 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)
- A Unified MRC Framework for Named Entity Recognition
2019/10/25 by Xiaoya Li, Li, Xiaoya, Jingrong Feng +10 · 8 citations
Computer Science · Decision Sciences · #cs.CL
- Entity-Relation Extraction as Multi-Turn Question Answering
2019/05/14 by Xiaoya Li, Li, Xiaoya, Fan Yin +14 · 3 citations
Computer Science · #cs.CL
- Defending Against Backdoor Attacks in Natural Language Generation
2021/06/03 by Sun, Xiaofei, Li, Xiaoya, Meng, Yuxian +4 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Interpreting Deep Learning Models in Natural Language Processing: A Review
2021/10/20 by Xiaofei Sun, Diyi Yang, Sun, Xiaofei +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, Wu, Jiawei, Xiaoya Li +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
- GNN-LM: Language Modeling based on Global Contexts via GNN
2021/10/17 by Meng, Yuxian, Zong, Shi, Li, Xiaoya +4 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- MoocRadar: A Fine-grained and Multi-aspect Knowledge Repository for Improving Cognitive Student Modeling in MOOCs
2023/04/05 by Yu, Jifan, Lu, Mengying, Zhong, Qingyang +9 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- Pushing the Limits of ChatGPT on NLP Tasks
2023/06/16 by Sun, Xiaofei, Dong, Linfeng, Li, Xiaoya +8 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- FaceID-6M: A Large-Scale, Open-Source FaceID Customization Dataset
2025/03/10 by Wang, Shuhe, Li, Xiaoya, Li, Jiwei +8 · 2 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences