Yingxia Shao
- Making Text Embedders Few-Shot Learners
2024/09/24 by Chaofan Li, Minghao Qin, Li, Chaofan +13 · 38 citations
Computer Science · Psychology · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Innovative Teaching and Learning Methods #Natural Language Processing Techniques #Student Assessment and Feedback
- Llama2Vec: Unsupervised Adaptation of Large Language Models for Dense Retrieval
2023/12/24 by Zheng Liu, Liu, Zheng, Chaofan Li +6 · 21 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
- RetroMAE: Pre-Training Retrieval-oriented Language Models Via Masked Auto-Encoder
2022/05/24 by Shitao Xiao, Xiao, Shitao, Zheng Liu +5 · 13 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Distributed Graph Neural Network Training: A Survey
2022/11/01 by Yingxia Shao, Hongzheng Li, Shao, Yingxia +15 · 6 citations
Computer Science · Neuroscience · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #Databases (cs.DB) #Distributed #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- Training Large-Scale News Recommenders with Pretrained Language Models in the Loop
2021/02/18 by Shitao Xiao, Xiao, Shitao, Zheng Liu +7 · 4 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) #Recommender Systems and Techniques #Topic Modeling
- Self-Supervised Graph Co-Training for Session-based Recommendation
2021/08/24 by Xin Xia, Xia, Xin, Hongzhi Yin +7 · 5 citations
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Topic Modeling
- Uni-Retriever: Towards Learning The Unified Embedding Based Retriever in Bing Sponsored Search
2022/02/13 by Jianjin Zhang, Zheng Liu, Zhang, Jianjin +21 · 4 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications
- Distill-VQ: Learning Retrieval Oriented Vector Quantization By Distilling Knowledge from Dense Embeddings
2022/04/01 by Shitao Xiao, Xiao, Shitao, Zheng Liu +23 · 4 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Image Retrieval and Classification Techniques #Domain Adaptation and Few-Shot Learning
- NSCaching: Simple and Efficient Negative Sampling for Knowledge Graph Embedding
2018/12/16 by Yongqi Zhang, Quanming Yao, Zhang, Yongqi +5 · 3 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- Progressively Optimized Bi-Granular Document Representation for Scalable Embedding Based Retrieval
2022/01/14 by Shitao Xiao, Xiao, Shitao, Zheng Liu +21 · 2 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications
- Experimental Analysis of Large-scale Learnable Vector Storage Compression
2023/11/27 by Hailin Zhang, Penghao Zhao, Zhang, Hailin +11 · 2 citations
Computer Science · #Databases (cs.DB) #FOS: Computer and information sciences #Face and Expression Recognition #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques #Text and Document Classification Technologies
- Token-Efficient Leverage Learning in Large Language Models
2024/04/01 by Yuanhao Zeng, Zeng, Yuanhao, Min Wang +5 · 2 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis
- RetroMAE-2: Duplex Masked Auto-Encoder For Pre-Training Retrieval-Oriented Language Models
2023/05/04 by Shitao Xiao, Xiao, Shitao, Zheng Liu +5 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- AREX: Towards a Recursively Self-Improving Agent for Deep Research
2026/07/23 by Shuqi Lu, Chaofan Li, Kun Luo +21 · 2 voices
#cs.AI