BD-MF / BD-MF

Ma Fang 🤔

🔭 I'm Ma Fang, a Master student majoring in Computer Science, Beijing Institute of Technology. My advisor is Prof. Dawei Song. My current research direction is fine-grained sentiment analysis, model robustness (out-of-domain, adversarial training), prompt learning.

About Me   📫 [e-mail]

  Basic Situation

    🌱 September 2016 - June 2020   Software Engineering,   School of Software,  Northeastern University,  Bachelor

      ■ GPA: 4.0892             Professional Ranking: 4/293 (1.36% for four academic years)

    🌱 September 2020 - July 2023   Computer Science and Technology,   Beijing Institute of Technology,   Master

      Direction: Natural language processing NLP

         🤔 Fine-grained Sentiment Analysis,

         🤔 Model Robustness (Out-Of-Domain, Adversarial Training),

         🤔 Prompt Learning

      Laboratory: language intelligence and social computing   Advisor: Prof. Dawei Song

      EMNLP2022 Reviewer(Sentiment Track and Language Model Track)

  😄 Honors

    🌱 Scholarship:

      ✨2016-2017 National Scholarship

      ✨2016-2017 Northeastern University Outstanding Student First-Class Scholarship

      ✨2017-2018 2018-2019 2019-2020 National Inspirational Scholarship

      ✨2019-2020 Mavericks Translation Scholarship

      ✨2020-2021 Beijing Institute of Technology Freshman Special Scholarship

      ✨2021-2022 Beijing Institute of Technology Academic Special Scholarship

      ✨2021-2022 Guorui Scholarship

      ✨2022-2023 Guorui Scholarship

    🌱 Competition

      ✨Second Prize of Liaoning Province, 2018 National College Students Mathematical Contest in Modeling

      ✨Provincial Third Prize of the 2019 Lanqiao Cup College Student Program Design Competition

      ✨2019 "Intel Cup" National University Student Software Innovation Competition National Third Prize

      ✨2020.12 Huawei "HSDIHarmonyOS Campus Developer Series Activities. Beijing Station" won the Talent Award

    🌱 Honorary Title

      ✨2016-2017 2017-2018 Outstanding Student of Northeastern University

      ✨2018-2019 Northeastern University Self-reliance Advanced Individual

      ✨2019-2020 Northeastern University Self-reliance Star

      ✨2020 Outstanding Graduate of Liaoning Province

      ✨2021-2022 Outstanding Student of Beijing Institute of Technology-Postgraduate

      ✨2022-2023Outstanding Student Model of Beijing Institute of Technology-Postgraduate

  🤔 Achievement

      🌱ACL2021: "Exploiting Position Bias for Robust Aspect Sentiment Classification", First author

      🌱SIGIR2022: "Adaptable Text Matching via Meta-Weight Regulator", Third author

      🌱EMNLP2022: "XPROMPT: Exploring the Extreme of Prompt Tuning", First author

      🌱Coling2022: "Structural Bias for Aspect Sentiment Triplet Extraction", Third author

      🌱NLPCC2022: "Aspect-specific Context Modeling for Aspect-based Sentiment Analysis", First author

      🌱NLPCC2022: "A Multibias-mitigated and Sentiment Knowledge Enriched Transformer for Debiasing in Multimodal Conversational Emotion Recognition", First author

      🌱Software copyright: "Speech Evaluation Web Application System Based on Deep Learning"

  🤔 Practice

      🔭2019.5-2019.7, 东软集团, 后端开发实习生

      🔭2019.11-2020.04 小米, IOT与摄像云服务组, 后端开发实习生

      🔭2021.09-2022.09 美团, NLP中心/预训练组, NLP研究实习生

      🔭2022.09-2022.11 百度, 自然语言处理部, NLP算法实习生

      🔭2023.02-2023.06 小红书, 社区搜索组, NLP算法实习生

      🔭2020.11-2023.06 Huawei Campus Developer (HSD)