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Nouamane Tazi

2 accepted papers

2023

FinGPT: Large Generative Models for a Small Language

EMNLP 2023long main

Large language models (LLMs) excel in many tasks in NLP and beyond, but most open models have very limited coverage of smaller languages and LLM work tends to focus on languages where nearly unlimited data is available for pretraining. In this work, we study the challenges of creating LLMs for Finni…

Cited by 0SourceScholar
2023

Scaling Data-Constrained Language Models

NeurIPS 2023oral

The current trend of scaling language models involves increasing both parameter count and training dataset size. Extrapolating this trend suggests that training dataset size may soon be limited by the amount of text data available on the internet. Motivated by this limit, we investigate scaling lang…