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Yulan He

Professor Yulan He

Professor in Natural Language Processing

Research interests

  • Computer science

Contact details

Biography

Yulan He is a Professor at the Department of Informatics. Her research centres around the exploration of statistical models in representing uncertainty and the benefit they bring over earlier work in a wide range of application areas, particularly the integration of machine learning and natural language processing for text understanding. She currently holds a five-year Turing AI Fellowship, funded by the UK Research and Innovation (UKRI). Yulan obtained her PhD degree in spoken language understanding from the University of Cambridge, and her MEng and BASc (First Class Honours) degrees in Computer Engineering from Nanyang Technological University, Singapore.

Research interests

  • Event-centric NLU - Natural language understanding built on event representation of text.
  • Question-Answering - Machine reading comprehension; event-centric QA.
  • Model interpretability - Interpreting neural model decisions.
  • Sentiment analysis and opinion mining - Understanding sentiment and opinions expressed in text.
  • Claim veracity assessment - Fact checking; multimodal fake news detection; Twitter rumour veracity assessment.
  • Topic discovery in text - Extracting topics, perspectives, viewpoints from text such as news, microblogs, and reviews.
  • NLP for health and finance - NLP technologies applied to the health and finance domains.

Further information

    Research

    brain
    Natural Language Processing

    The Natural Language Processing (NLP) Group at KCL is comprised of PhD and postdoctoral students, professors and others who are interested in solving computational problems related to the understanding of human language

    FEATURE Finance
    Finance Hub

    The Finance Hub conducts fundamental and applied research at the intersection of finance and computation, a sector which is colloquially known as FinTech.

    Group working
    Human Centred Computing Research

    The group is concerned with the design, development and evaluation of human computer systems.

    AI network
    Distributed Artificial Intelligence

    Understanding AI in social and economic contexts where an intelligent entity may be interacting with other entities

    datafutures
    Centre for Data Futures

    Bringing together interdisciplinary experts to focus on participatory infrastructure throughout the life of data-reliant tools.

    News

    King's part of £80 million boost in AI research to deliver revolutionary new technologies

    Nine research hubs across the UK will help underpin the country’s commitment to leading AI research, innovation and ethical deployment.

    Hana Chockler UKRI

    Diverse community of researchers celebrated at annual Women in Informatics Conference

    Researchers presented their work on subjects from data security of migrant workers to evaluating spatial abilities in mathematics and the arts.

    780x440 WII

    Events

    02May

    Turing @ King's

    Meet the new Turing Fellows from King’s, explore opportunities offered by The Alan Turing Institute, and connect with researchers across King’s who have taken...

    Please note: this event has passed.

    08Nov

    Long Narrative Understanding in the Era of Large Language Models

    Prof Yulan He will present her group's latest research on Large Language Models

    Please note: this event has passed.

      Research

      brain
      Natural Language Processing

      The Natural Language Processing (NLP) Group at KCL is comprised of PhD and postdoctoral students, professors and others who are interested in solving computational problems related to the understanding of human language

      FEATURE Finance
      Finance Hub

      The Finance Hub conducts fundamental and applied research at the intersection of finance and computation, a sector which is colloquially known as FinTech.

      Group working
      Human Centred Computing Research

      The group is concerned with the design, development and evaluation of human computer systems.

      AI network
      Distributed Artificial Intelligence

      Understanding AI in social and economic contexts where an intelligent entity may be interacting with other entities

      datafutures
      Centre for Data Futures

      Bringing together interdisciplinary experts to focus on participatory infrastructure throughout the life of data-reliant tools.

      News

      King's part of £80 million boost in AI research to deliver revolutionary new technologies

      Nine research hubs across the UK will help underpin the country’s commitment to leading AI research, innovation and ethical deployment.

      Hana Chockler UKRI

      Diverse community of researchers celebrated at annual Women in Informatics Conference

      Researchers presented their work on subjects from data security of migrant workers to evaluating spatial abilities in mathematics and the arts.

      780x440 WII

      Events

      02May

      Turing @ King's

      Meet the new Turing Fellows from King’s, explore opportunities offered by The Alan Turing Institute, and connect with researchers across King’s who have taken...

      Please note: this event has passed.

      08Nov

      Long Narrative Understanding in the Era of Large Language Models

      Prof Yulan He will present her group's latest research on Large Language Models

      Please note: this event has passed.