7 papers
Probe-Geometry Alignment: Erasing the Cross-Sequence Memorization Signature Below Chance
Anamika Paul Rupa, Anietie Andy
Recent attacks show that behavioural unlearning of large language models leaves internal traces recoverable by adversarial probes. We characterise where this retention lives and sh…
An Empirical Study of Many-Shot In-Context Learning for Machine Translation of Low-Resource Languages
Yinhan Lu, Gaganpreet Jhajj, Chen Zhang +2
In-context learning (ICL) allows large language models (LLMs) to adapt to new tasks from a few examples, making it promising for languages underrepresented in pre-training. Recent…
Ibom NLP: A Step Toward Inclusive Natural Language Processing for Nigeria's Minority Languages
Oluwadara Kalejaiye, Luel Hagos Beyene, David Ifeoluwa Adelani +4
Nigeria is the most populous country in Africa with a population of more than 200 million people. More than 500 languages are spoken in Nigeria and it is one of the most linguistic…
Mitigating Translationese in Low-resource Languages: The Storyboard Approach
Garry Kuwanto, Eno-Abasi E. Urua, Priscilla Amondi Amuok +21
Low-resource languages often face challenges in acquiring high-quality language data due to the reliance on translation-based methods, which can introduce the translationese effect…
A Novel Method for Analysing Racial Bias: Collection of Person Level References
Muhammed Yusuf Kocyigit, Anietie Andy, Derry Wijaya
Long term exposure to biased content in literature or media can significantly influence people's perceptions of reality, leading to the development of implicit biases that are diff…
Creating Multimedia Summaries Using Tweets and Videos
Anietie Andy, Siyi Liu, Daphne Ippolito +3
While popular televised events such as presidential debates or TV shows are airing, people provide commentary on them in real-time. In this paper, we propose a simple yet effective…
Does Social Support Expressed in Post Titles Elicit Comments in Online Substance Use Recovery Forums?
Anietie Andy, Sharath Guntuku
Individuals recovering from substance use often seek social support (emotional and informational) on online recovery forums, where they can both write and comment on posts, express…