25 citations · 67 across the 43 of their papers we have counts for
5 papers · 2 filters
Exploring the Influence of Label Aggregation on Minority Voices: Implications for Dataset Bias and Model Training
Mugdha Pandya, Nafise Sadat Moosavi, Diana Maynard
Resolving disagreement in manual annotation typically consists of removing unreliable annotators and using a label aggregation strategy such as majority vote or expert opinion to r…
Rolling the DICE on Idiomaticity: How LLMs Fail to Grasp Context
Maggie Mi, Aline Villavicencio, Nafise Sadat Moosavi
Human processing of idioms relies on understanding the contextual sentences in which idioms occur, as well as language-intrinsic features such as frequency and speaker-intrinsic fa…
How to Leverage Digit Embeddings to Represent Numbers?
Jasivan Alex Sivakumar, Nafise Sadat Moosavi
Within numerical reasoning, understanding numbers themselves is still a challenge for existing language models. Simple generalisations, such as solving 100+200 instead of 1+2, can…
Beyond Hate Speech: NLP's Challenges and Opportunities in Uncovering Dehumanizing Language
Hamidreza Saffari, Mohammadamin Shafiei, Hezhao Zhang +2
Dehumanization, i.e., denying human qualities to individuals or groups, is a particularly harmful form of hate speech that can normalize violence against marginalized communities.…
Decoding News Narratives: A Critical Analysis of Large Language Models in Framing Detection
Valeria Pastorino, Jasivan A. Sivakumar, Nafise Sadat Moosavi
The growing complexity and diversity of news coverage have made framing analysis a crucial yet challenging task in computational social science. Traditional approaches, including m…