Miles Williams

According to our database, Miles Williams authored at least 6 papers between 2023 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Investigating Hallucinations in Pruned Large Language Models for Abstractive Summarization.

George Chrysostomou, Zhixue Zhao, Miles Williams, Nikolaos Aletras

Trans. Assoc. Comput. Linguistics, 2024

Self-calibration for Language Model Quantization and Pruning.

Miles Williams, George Chrysostomou, Nikolaos Aletras

CoRR, 2024

On the Impact of Calibration Data in Post-training Quantization and Pruning.

Miles Williams, Nikolaos Aletras

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

How Does Calibration Data Affect the Post-training Pruning and Quantization of Large Language Models?

Miles Williams, Nikolaos Aletras

CoRR, 2023

Lighter, yet More Faithful: Investigating Hallucinations in Pruned Large Language Models for Abstractive Summarization.

George Chrysostomou, Zhixue Zhao, Miles Williams, Nikolaos Aletras

CoRR, 2023

Frustratingly Simple Memory Efficiency for Pre-trained Language Models via Dynamic Embedding Pruning.

Miles Williams, Nikolaos Aletras

CoRR, 2023