Aaron Mueller

Quantity doesn’t buy quality syntax with neural language models

Marten van Schijndel, Aaron Mueller, Tal Linzen · 2019 · 72 citations · Full text

Natural Language Processing, Applied Linguistics, Natural Language +15

Findings of the BabyLM Challenge: Sample-Efficient Pretraining on Developmentally Plausible Corpora

Alex Warstadt, Aaron Mueller, Leshem Choshen et al. · 2023 · 65 citations · Full text

Artificial Intelligence, Developmentally Plausible Corpora, Engineering +17

The Johns Hopkins University Bible Corpus: 1600+ Tongues for Typological Exploration

Arya D. McCarthy, Rachel Wicks, Dylan Lewis et al. · Language Resources and Evaluation · 2020 · 48 citations

Translation Studies, Applied Linguistics, Literary History +11

Label Semantic Aware Pre-training for Few-shot Text Classification

Aaron Mueller, Jason Krone, Salvatore Romeo et al. · Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · 2022 · 33 citations · Full text

Few-shot Learning, Engineering, Machine Learning +17

Bernice: A Multilingual Pre-trained Encoder for Twitter

Alexandra DeLucia, Shijie Wu, Aaron Mueller et al. · 2022 · 29 citations · Full text

Llm Fine-tuning, Engineering, Machine Learning +16