Papers by Roland Daynauth
Ranking Unraveled: Recipes for LLM Rankings in Head-to-Head AI Combat (2025.acl-long)
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| Challenge: | Evaluating large language models (LLMs) is a complex task. Pairwise ranking has emerged as state-of-the-art method to evaluate human preferences. |
| Approach: | They propose to use pairwise ranking to evaluate human preferences . they propose to evaluate the robustness of ranking algorithms in LLMs . |
| Outcome: | The proposed methods are based on the principles of effective ranking and the robustness of several ranking algorithms in the context of LLMs. |
GuyLingo: The Republic of Guyana Creole Corpora (2024.naacl-short)
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| Challenge: | linguistic diversity across the globe encompasses a multitude of smaller, indigenous, and regional languages that lack the same level of computational support. |
| Approach: | They propose a corpus for advancing NLP research in the domain of Creolese in Guyana . they outline a framework for gathering and digitizing this corpus, including colloquial expressions, idioms, and regional variations in a low-resource language . |
| Outcome: | The proposed corpus includes colloquial expressions, idioms, and regional variations in a low-resource language. |