{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T16:25:52Z","timestamp":1759335952158,"version":"3.28.0"},"reference-count":16,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,8,6]],"date-time":"2023-08-06T00:00:00Z","timestamp":1691280000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,8,6]],"date-time":"2023-08-06T00:00:00Z","timestamp":1691280000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,8,6]]},"DOI":"10.1109\/mwscas57524.2023.10406106","type":"proceedings-article","created":{"date-parts":[[2024,1,31]],"date-time":"2024-01-31T18:29:15Z","timestamp":1706725755000},"page":"516-520","source":"Crossref","is-referenced-by-count":4,"title":["Hessian-Based Parameter Quantization Method for BERT"],"prefix":"10.1109","author":[{"given":"Woohong","family":"Byun","sequence":"first","affiliation":[{"name":"School of Electrical and Computer Engineering, Georgia Institute of Technology,Atlanta,GA,30332"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Saibal","family":"Mukhopadhyay","sequence":"additional","affiliation":[{"name":"School of Electrical and Computer Engineering, Georgia Institute of Technology,Atlanta,GA,30332"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","article-title":"BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding","author":"Devlin","year":"2018","journal-title":"arXiv:"},{"key":"ref2","article-title":"Linformer: Self-Attention with Linear Complexity","author":"Wang","year":"2020","journal-title":"arXiv:"},{"key":"ref3","article-title":"ALBERT: A Lite BERT for Self-supervised Learning of Language Representations","author":"Lan","year":"2020","journal-title":"arXiv:"},{"key":"ref4","article-title":"Tinybert: Distillingbert for natural language understanding","author":"Jiao","year":"2019","journal-title":"arXiv:"},{"key":"ref5","article-title":"Pruning a bert-based question answering model","author":"McCarley","year":"2019","journal-title":"arXiv:"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/EMC2-NIPS53020.2019.00016"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i05.6409"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/MICRO50266.2020.00071"},{"key":"ref9","first-page":"1","article-title":"Hessian-Driven Unequal Protection of DNN Parameters for Robust Inference","volume-title":"2020 IEEE\/ ACM International Conference On Computer Aided Design (ICCAD)","author":"Dash"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TETC.2017.2673548"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.23919\/DATE.2017.7926982"},{"key":"ref12","first-page":"58","article-title":"Accelerated stochastic power iteration","volume":"84","author":"Xu","year":"2018","journal-title":"Proc. 21st Int. Conf. Artif. Intell. and Statist., in Proc. Mach. Learn. Res."},{"journal-title":"pytorch -hessian -eigenthings: efficient PyTorch Hessian eigendecomposition","year":"2018","author":"Golmant","key":"ref13"},{"key":"ref14","article-title":"l-bert: Integer-only bert quantization","volume-title":"International Conference on Machine Learning","author":"Kim","year":"2021"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.emnlp-main.37"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/W18-5446"}],"event":{"name":"2023 IEEE 66th International Midwest Symposium on Circuits and Systems (MWSCAS)","start":{"date-parts":[[2023,8,6]]},"location":"Tempe, AZ, USA","end":{"date-parts":[[2023,8,9]]}},"container-title":["2023 IEEE 66th International Midwest Symposium on Circuits and Systems (MWSCAS)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10405424\/10405847\/10406106.pdf?arnumber=10406106","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,2]],"date-time":"2024-02-02T00:21:58Z","timestamp":1706833318000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10406106\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,8,6]]},"references-count":16,"URL":"https:\/\/doi.org\/10.1109\/mwscas57524.2023.10406106","relation":{},"subject":[],"published":{"date-parts":[[2023,8,6]]}}}