4 citations · 5 across the 4 of their papers we have counts for
6 papers
Reliability-Aware Sexism Detection: Combining DPO with Annotator Agreement and Token-Level Confidence Scoring
Hadi Mohammadi, Shihan Wang, Masoume M. Raeissi +1
The detection of online sexism remains an open problem. Sexism detection is inherently subjective, yet most existing systems reduce multi-annotator labels to a single majority deci…
Large Language Models Unpack Complex Political Opinions through Target-Stance Extraction
Özgür Togay, Javier Garcia-Bernardo, Florian Kunneman +1
Political polarization emerges from a complex interplay of beliefs about policies, figures, and issues. However, most computational analyses reduce discourse to coarse partisan lab…
EvalMORAAL: Interpretable Chain-of-Thought and LLM-as-Judge Evaluation for Moral Alignment in Large Language Models
Hadi Mohammadi, Anastasia Giachanou, Robert A. Bagheri
We present EvalMORAAL, a transparent chain-of-thought (CoT) framework that uses two scoring methods (log-probabilities and direct ratings) plus a model-as-judge peer review to eval…
A Survey on Stereotype Detection in Natural Language Processing
Alessandra Teresa Cignarella, Anastasia Giachanou, Els Lefever
Stereotypes influence social perceptions and can escalate into discrimination and violence. While NLP research has extensively addressed gender bias and hate speech, stereotype det…
Explainability in Practice: A Survey of Explainable NLP Across Various Domains
Hadi Mohammadi, Robert A. Bagheri, Anastasia Giachanou +1
Natural Language Processing (NLP) is now embedded in critical sectors including healthcare, finance, and customer relationship management, where models such as GPT-4o, Gemini, and…
Improving Stance Detection by Leveraging Measurement Knowledge from Social Sciences: A Case Study of Dutch Political Tweets and Traditional Gender Role Division
Qixiang Fang, Anastasia Giachanou, Ayoub Bagheri
Stance detection concerns automatically determining the viewpoint (i.e., in favour of, against, or neutral) of a text's author towards a target. Stance detection has been applied t…