XinyuMa (马新宇)

I am now a senior software engineer / researcher at Baidu Search. My work at Baidu includes research and development on ranking models powering Baidu’s core search engine and now focusing on developing the next-generation search product based on large language models.

Prior to joining Baidu, I earned my Ph.D. degree in Computer Science from the Institute of Computing Technology, Chinese Academy of Sciences, under the supervision of Prof. Jiafeng Guo in 2023. Additionally, I received the B.E. degree from Shandong university in 2017.

I have broad research interests in information retrieval and natural language processing, with a particular emphasis on harnessing the capabilities of large language models to revolutionize the way we access, understand, and utilize information.

Highlight

• A benchmark for evaluating instructed information retrieval models: MAIR
• A survey of Pre-training for IR: Pre-training Methods in Information Retrieval
• A curated list of awesome papers on pre-trained models for IR

News and Events

• [Octorber. 2024] We have released a massive benchmark for evaluating instructed information retrieval models: MAIR
• [Deceber. 2023] Our paper “Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agent” won the Outstanding Paper Award of EMNLP2023!
• [Deceber. 2022] I have defended my PhD thesis: “Pre-training and Fine-tuning Methods Tailored for Information Retrieval” Slides(in Chinese).
• [Feburary. 2022] Invited talk at the PLM4IR workshop of WSDM’2022.
• [October. 2021] Invited talk at the Baidu NLP group, Beijing.
• [May. 2021] Invited talk “pretrained models for inforamtion retrieval”, at the Alipay Search Department of Ant Group, Beijing.
• [Apr. 2021] Our PROP model reached the top of the MSMARCO Document Ranking leaderboard Again!
• [Jan. 2021] Our PROP model reached the top of the MSMARCO Document Ranking leaderboard.

Experience

• Search Science Team, Baidu Inc, Beijing
  • 2023 - present
• Institute of Computing Technology, Chinese Academy of Sciences
  • Ph.D. in Computer Science, 2019 - 2022
  • Advisor: Prof. Jiafeng Guo
• Institute of Computing Technology, Chinese Academy of Sciences
  • M.S. in Computer Science, 2017 - 2019
  • Advisor: Prof. Jiafeng Guo
• Shandong University
  • B.E. in Software Engineering, 2013 - 2017

Hornors and Awards

• Beijing Outstanding Graduate, 2023
• Special Award for the Director of the ICT, CAS, 2021
• National Scholarship (Ph.D), 2021
• SIGIR’2021 Student Travel Grant
• Shandong Province Outstanding Undergraduate Award, 2017
• National Scholarship (B.E.), 2016