Dr Lea Frermann
ARC DECRA Fellow
School of Computing and Information Systems
71 Scholarly works
6 Projects
HIGHLIGHTS
2026
Conference Proceedings
Not all ANIMALs are equal: metaphorical framing through source domains and semantic frames
DOI: 10.18653/v1/2026.findings-acl.19112026
Journal article
Retain or Reframe? A Computational Framework for the Analysis of Framing in News Articles and Reader Comments
DOI: 10.1162/TACL.a.6982026
Conference Proceedings
CIG: Measuring Conversational Information Gain in Deliberative Dialogues with Semantic Memory Dynamics
DOI: 10.18653/v1/2026.acl-long.22032026
Conference Proceedings
Controlling Distributional Bias in Multi-Round LLM Generation via KL-Optimized Fine-Tuning
DOI: 10.18653/v1/2026.acl-long.8022023
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
2026
Conference Proceedings
Article and Comment Frames Shape the Quality of Online Comments
DOI: 10.18653/v1/2026.findings-acl.7012026
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.02025
Conference Proceedings
Automated Business Process Analysis: An LLM-Based Approach to Value Assessment
DOI: 10.1007/978-3-031-94590-8_8
RECENT PROJECTS
2025
Research grants (international)
Institutional Support
2021
Research contracts (non-grants)
Access to Databrary Data Base (https://nyu.databrary.org/)