Dr Lea Frermann
ARC DECRA Fellow
School of Computing and Information Systems
66 Scholarly works
6 Projects
HIGHLIGHTS
2026
Journal article
Control Illusion: The Failure of Instruction Hierarchies in Large Language Models
DOI: 10.1609/aaai.v40i36.403392025
Journal article
Surveying the Landscape of Image Captioning Evaluation: A Comprehensive Taxonomy, Trends, and Metrics Analysis
DOI: 10.1162/tacl.a.522025
Journal article
Bias and Discrimination Against Women and Parents in Semi-Automated Hiring Systems
DOI: 10.1111/ntwe.123212025
Journal article
Introduction
DOI: 10.18653/v1/2025.acl-srw.02023
Research grants (ARC, NHMRC, MRFF)
Identifying Biases in News Using Models of Narrative Framing
2021
Internal Research Grant
Exposing Bias in News Stories With Models of Narrative Theory
2020
Research Grant
Fairness in Natural Language Processing
RECENT SCHOLARLY WORKS
2025
Conference Proceedings
Automated Business Process Analysis: An LLM-Based Approach to Value Assessment
DOI: 10.1007/978-3-031-94590-8_82025
Conference Proceedings
WHoW: A Cross-domain Approach for Analysing Conversation Moderation
DOI: 10.18653/v1/2025.naacl-long.1052025
Conference Proceedings
Narrative Media Framing in Political Discourse
DOI: 10.18653/v1/2025.findings-acl.4772025
Conference Proceedings
Moderation Matters: Measuring Conversational Moderation Impact in English as a Second Language Group Discussion
DOI: 10.18653/v1/2025.findings-acl.1062025
Conference Proceedings
Human Interest Framing across Cultures: A Case Study on Climate Change
2025
Conference Proceedings
Comparing Moral Values in Western English-speaking societies and LLMs with Word Associations
DOI: 10.18653/v1/2025.acl-long.177
RECENT PROJECTS
2025
Research grants (international)
Institutional Support
2021
Research contracts (non-grants)
Access to Databrary Data Base (https://nyu.databrary.org/)