Guangyuan Ma

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 16

Top Topics

Passage Retrieval

Semantic Relatedness

Dialogue System

Top Venues

Briefings Bioinform.

Publications

Zhenpeng Su, Zijia Lin, Xue Bai, Xing Wu, Yizhe Xiong, Haoran Lian, Guangyuan Ma, Hui Chen, Guiguang Ding, Wei Zhou, Songlin Hu
MaskMoE: Boosting Token-Level Learning via Routing Mask in Mixture-of-Experts. CoRR (2024)
Guangyuan Ma, Xing Wu, Zijia Lin, Songlin Hu
Drop your Decoder: Pre-training with Bag-of-Word Prediction for Dense Passage Retrieval. SIGIR (2024)
Zhenpeng Su, Xing Wu, Wei Zhou, Guangyuan Ma, Songlin Hu
Dial-MAE: ConTextual Masked Auto-Encoder for Retrieval-based Dialogue Systems. NAACL-HLT (2024)
Guangyuan Ma, Xing Wu, Zijia Lin, Songlin Hu
Drop your Decoder: Pre-training with Bag-of-Word Prediction for Dense Passage Retrieval. CoRR (2024)
Xing Wu, Guangyuan Ma, Meng Lin, Zijia Lin, Zhongyuan Wang, Songlin Hu
ConTextual Masked Auto-Encoder for Dense Passage Retrieval. AAAI (2023)
Guangyuan Ma, Xing Wu, Peng Wang, Zijia Lin, Songlin Hu
Pre-training with Large Language Model-based Document Expansion for Dense Passage Retrieval. CoRR (2023)
Zhenpeng Su, Xing Wu, Wei Zhou, Guangyuan Ma, Songlin Hu
HC3 Plus: A Semantic-Invariant Human ChatGPT Comparison Corpus. CoRR (2023)
Guangyuan Ma, Hongtao Liu, Xing Wu, Wanhui Qian, Zhepeng Lv, Qing Yang, Songlin Hu
PUNR: Pre-training with User Behavior Modeling for News Recommendation. CoRR (2023)
Xing Wu, Guangyuan Ma, Wanhui Qian, Zijia Lin, Songlin Hu
Query-as-context Pre-training for Dense Passage Retrieval. EMNLP (2023)
Zhenpeng Su, Xing Wu, Wei Zhou, Guangyuan Ma, Songlin Hu
ConTextual Masked Auto-Encoder for Retrieval-based Dialogue Systems. CoRR (2023)
Guangyuan Ma, Hongtao Liu, Xing Wu, Wanhui Qian, Zhepeng Lv, Qing Yang, Songlin Hu
PUNR: Pre-training with User Behavior Modeling for News Recommendation. EMNLP (Findings) (2023)
Xing Wu, Guangyuan Ma, Peng Wang, Meng Lin, Zijia Lin, Fuzheng Zhang, Songlin Hu
CoT-MAE v2: Contextual Masked Auto-Encoder with Multi-view Modeling for Passage Retrieval. CoRR (2023)
Guangyuan Ma, Xing Wu, Peng Wang, Songlin Hu
CoT-MoTE: Exploring ConTextual Masked Auto-Encoder Pre-training with Mixture-of-Textual-Experts for Passage Retrieval. CoRR (2023)
Xing Wu, Guangyuan Ma, Meng Lin, Zijia Lin, Zhongyuan Wang, Songlin Hu
ConTextual Mask Auto-Encoder for Dense Passage Retrieval. CoRR (2022)
Xing Wu, Guangyuan Ma, Songlin Hu
Query-as-context Pre-training for Dense Passage Retrieval. CoRR (2022)
Md. Asif Ahsan, Yongjing Liu, Cong Feng, Yincong Zhou, Guangyuan Ma, Youhuang Bai, Ming Chen
Bioinformatics resources facilitate understanding and harnessing clinical research of SARS-CoV-2. Briefings Bioinform. 22 (2) (2021)