10 citations · 22 across the 8 of their papers we have counts for
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cs.CL2023★ 10 cited
Does Synthetic Data Make Large Language Models More Efficient?
Sia Gholami, Marwan Omar
Natural Language Processing (NLP) has undergone transformative changes with the advent of deep learning methodologies. One challenge persistently confronting researchers is the sca…
cs.CL2023★ 4 cited
Do Generative Large Language Models need billions of parameters?
Sia Gholami, Marwan Omar
This paper presents novel systems and methodologies for the development of efficient large language models (LLMs). It explores the trade-offs between model size, performance, and c…
cs.CL2021★ 1 cited
Zero-Shot Open-Book Question Answering
Sia Gholami, Mehdi Noori
Open book question answering is a subset of question answering tasks where the system aims to find answers in a given set of documents (open-book) and common knowledge about a topi…