Papers by Eddie L. Ungless
The Only Way is Ethics: A Guide to Ethical Research with Large Language Models (2025.coling-main)
Copied to clipboard
Eddie L. Ungless, Nikolas Vitsakis, Zeerak Talat, James Garforth, Bjorn Ross, Arno Onken, Atoosa Kasirzadeh, Alexandra Birch
| Challenge: | Existing literature on the ethical aspects of large language models (LLMs) is lacking a single practical guide on the subject. |
| Approach: | They propose to translate ethics literature into concrete recommendations for computer scientists by presenting an open and living resource for NLP practitioners and those tasked with evaluating the ethical implications of others’ work. |
| Outcome: | The proposed guide is an open and living resource for NLP practitioners and those tasked with evaluating the ethical implications of others’ work. |
Amplifying Trans and Nonbinary Voices: A Community-Centred Harm Taxonomy for LLMs (2025.acl-long)
Copied to clipboard
| Challenge: | Existing studies on harms of language technology to transgender and nonbinary people focus on misgendering and stereotyping . |
| Approach: | They propose a taxonomy of harms for large language models and heuristics for evaluation to help identify harmful behavior in LLMs. |
| Outcome: | The proposed model-based approach combines surveys and focus groups with community experts to identify harmful behavior in large language models. |