vix.ing · top · new · best · stats · spec

Ma, Guangyuan

  1. HC3 Plus: A Semantic-Invariant Human ChatGPT Comparison Corpus
    2023/09/06 by Su, Zhenpeng, Wu, Xing, Zhou, Wei +2 · 7 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  2. CoT-MoTE: Exploring ConTextual Masked Auto-Encoder Pre-training with Mixture-of-Textual-Experts for Passage Retrieval
    2023/04/20 by Ma, Guangyuan, Wu, Xing, Wang, Peng +1 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  3. PUNR: Pre-training with User Behavior Modeling for News Recommendation
    2023/04/25 by Guangyuan Ma, Hongtao Liu, Ma, Guangyuan +11 · 2 citations
    Computer Science · #Recommender Systems and Techniques #Topic Modeling #Expert finding and Q&A systems
  4. Pre-training with Large Language Model-based Document Expansion for Dense Passage Retrieval
    2023/08/16 by Ma, Guangyuan, Wu, Xing, Wang, Peng +2 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  5. Task-level Distributionally Robust Optimization for Large Language Model-based Dense Retrieval
    2024/08/20 by Guangyuan Ma, Yongliang Ma, Ma, Guangyuan +9 · 3 citations
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Topic Modeling
  6. ConTextual Masked Auto-Encoder for Dense Passage Retrieval
    2022/08/16 by Wu, Xing, Ma, Guangyuan, Lin, Meng +3 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  7. Drop your Decoder: Pre-training with Bag-of-Word Prediction for Dense Passage Retrieval
    2024/01/20 by Guangyuan Ma, Ma, Guangyuan, Xing Wu +5 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  8. Dial-MAE: ConTextual Masked Auto-Encoder for Retrieval-based Dialogue Systems
    2023/06/07 by Zhenpeng Su, Su, Zhenpeng, Desheng Wu +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  9. MaskMoE: Boosting Token-Level Learning via Routing Mask in Mixture-of-Experts
    2024/07/13 by Zhenpeng Su, Zijia Lin, Su, Zhenpeng +19 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and Algorithms #Machine Learning and Data Classification
  10. LightRetriever: A LLM-based Text Retrieval Architecture with Extremely Faster Query Inference
    2025/05/18 by Guowei Ma, Yongliang Ma, Ma, Guangyuan +8 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Semantic Web and Ontologies
  11. CartesianMoE: Boosting Knowledge Sharing among Experts via Cartesian Product Routing in Mixture-of-Experts
    2024/10/21 by Zhenpeng Su, Desheng Wu, Su, Zhenpeng +15 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Semantic Web and Ontologies