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柯玫瑰
Hannah Rose Kirk
I’m Hannah Rose Kirk.

keywords = {
Data-centric AI
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Online Safety
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Bias Mitigation
;
Statistics
;
China AI
;
Data-centric AI
;
Oxford Internet Institute
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The Alan Turing Institute
;
Oxford AI Society
;
Cambridge University
;
Peking University
;
Oxford Internet Institute
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Sci-Fi Books
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Sushi
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Documentaries
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Learning Mandarin
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Cycling
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Sci-Fi Books
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}
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I am an AI Researcher at
the University of Oxford and The Alan Turing Institute.

My current research centres on human-and-model-in-the-loop learning and data-centric AI. I am passionate about the societal impact of AI systems, focusing on the role that dataset generation, curation and labelling has on human value alignment in large-scale foundation models.

My body of published work spans computational linguistics, economics, ethics and sociology, addressing a broad range of issues such as bias, fairness and hate speech from a multidisciplinary perspective. Alongside academia, I collaborate often with industry, work part-time at The Alan Turing Institute on online safety and assist product development at a start-up.

Education

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2021 - 2024

Oxford Internet Institute, University of Oxford

DPhil in Social Data Science
Fully-funded scholarship
2020 - 2021

Oxford Internet Institute, University of Oxford

MSc in Social Data Science
Distinction, 77%
Awarded the Oxford Internet Institute Thesis Prize for best graduate dissertation
2018-2020

Yenching Academy, Peking University

MA in China Studies and Economics
GPA: 3.99, Rank: 2/99
2015 - 2018

Trinity College, University of Cambridge

BA in Economics
Double First Class Honours
Awarded the Roger Dennis Prize for best undergraduate dissertation

Professional Experience

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Sept 2021 - Present

The Alan Turing Institute

NLP Researcher
Monitoring and detecting harmful language
Sept 2021 - Present

Rewire Online

Research Scientist
Implementing NLP solutions for online safety
Oct 2020 - Present

Oxford Artificial Intelligence Society

Research Labs Manager
Leading student research projects on AI bias
Sept 2019 - Sept 2020

The Berggruen Institute, China Center

Research Scholar
Linking Chinese philosophy to AI and privacy

Skills

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Languages

English
Native
Mandarin
Intermediate

Skills

  • Python
  • PyTorch
  • Tensorflow
  • R

Domains

  • Online harms
  • Data-centric AI
  • Social data science
  • China AI

Publications

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11
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16
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22

Handling and Presenting Harmful Text in NLP Research

EMNLP 2022
Hannah Rose Kirk, Abeba Birhane, Bertie Vidgen, Leon Derczynski
09
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23
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22

A Prompt Array Keeps the Bias Away: Debiasing Vision-Language Models with Adversarial Learning

AACL 2022
Hugo Berg, Siobhan Mackenzie Hall, Yash Bhalgat, Wonsuk Yang, Hannah Rose Kirk, Aleksandar Shtedritski, Max Bain
09
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06
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22

Hatemoji: A test suite and adversarially-generated dataset for benchmarking and detecting emoji-based hate

NAACL 2022
Hannah Rose Kirk, Bertram Vidgen, Paul Röttger, Tristan Thrush & Scott A. Hale
08
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02
/
22

Tracking abuse on Twitter against football players in the 2021-22 Premier League season

Policy Report
Bertie Vidgen, Yi-Ling Chung, Pica Johansson, Hannah Rose Kirk, Angus Williams, Scott A. Hale, Helen Margetts, Paul Röttger, Laila Sprejer
05
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23
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22

Looking for a Handsome Carpenter! Debiasing GPT-3 Job Advertisements

GeBNLP @ NAACL 2022
Conrad Borchers, Dalia Sara Gala, Benjamin Gilburt, Eduard Oravkin, Wilfried Bounsi, Yuki M. Asano, Hannah Rose Kirk
12
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01
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21

Bias Out-of-the-Box: An Empirical Analysis of Intersectional Occupational Biases in Popular Generative Language Models

NeurIPS 2021
Hannah Rose Kirk, Yennie Jun, Haider Iqbal, Elias Benussi, Filippo Volpin, Frederic A. Dreyer, Aleksandar Shtedritski & Yuki M. Asano
08
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01
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21

Memes in the Wild: Assessing the Generalizability of the Hateful Memes Challenge Dataset

WOAH @ ACL 2021
Hannah Rose Kirk, Yennie Jun, Paulius Rauba, Gal Wachtel, Ruining Li, Xingjian Bai, Noah Broestl, Martin Doff-Sotta, Aleksandar Shtedritski, & Yuki M Asano
08
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19
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20

The Nuances of Confucianism in Technology Policy: an Inquiry into the Interaction Between Cultural and Political Systems in Chinese Digital Ethics

International Journal of Politics, Culture, and Society
Hannah Rose Kirk, Kangkyu Lee & Carlisle Micallef

Upcoming Events + Talks

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