Steven K. Esser, Jeffrey L. McKinstry, Deepika Bablani, Rathinakumar Appuswamy, Dharmendra S. Modha. SiLQ: Simple Large Language Model Quantization-Aware Training. In Kentaro Inui, Sakriani Sakti, Haofen Wang, Derek F. Wong, Pushpak Bhattacharyya, Biplab Banerjee, Asif Ekbal, Tanmoy Chakraborty 0002, Dhirendra Pratap Singh, editors, Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, IJCNLP-AACL 2025, Mumbai, India, December 20-24, 2025. pages 411-422, The Asian Federation of Natural Language Processing and The Association for Computational Linguistics, 2025. [doi]
@inproceedings{EsserMBAM25,
title = {SiLQ: Simple Large Language Model Quantization-Aware Training},
author = {Steven K. Esser and Jeffrey L. McKinstry and Deepika Bablani and Rathinakumar Appuswamy and Dharmendra S. Modha},
year = {2025},
url = {https://aclanthology.org/2025.findings-ijcnlp.23/},
researchr = {https://researchr.org/publication/EsserMBAM25},
cites = {0},
citedby = {0},
pages = {411-422},
booktitle = {Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, IJCNLP-AACL 2025, Mumbai, India, December 20-24, 2025},
editor = {Kentaro Inui and Sakriani Sakti and Haofen Wang and Derek F. Wong and Pushpak Bhattacharyya and Biplab Banerjee and Asif Ekbal and Tanmoy Chakraborty 0002 and Dhirendra Pratap Singh},
publisher = {The Asian Federation of Natural Language Processing and The Association for Computational Linguistics},
isbn = {979-8-89176-303-6},
}