{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,22]],"date-time":"2025-08-22T17:10:03Z","timestamp":1755882603742,"version":"3.44.0"},"publisher-location":"New York, NY, USA","reference-count":20,"publisher":"ACM","license":[{"start":{"date-parts":[[2024,3,1]],"date-time":"2024-03-01T00:00:00Z","timestamp":1709251200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2024,3]]},"DOI":"10.1145\/3672919.3672949","type":"proceedings-article","created":{"date-parts":[[2024,7,24]],"date-time":"2024-07-24T12:39:43Z","timestamp":1721824783000},"page":"153-157","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Text Classification Network Based on Token Dynamic Decay"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0002-5294-9210","authenticated-orcid":false,"given":"Guanghong","family":"Zhou","sequence":"first","affiliation":[{"name":"School of Computer and Information Engineering, Hefei University of Technology, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9004-3244","authenticated-orcid":false,"given":"Juan","family":"Yang","sequence":"additional","affiliation":[{"name":"School of Computer and Information Engineering, Hefei University of Technology, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-7547-5659","authenticated-orcid":false,"given":"Ronggui","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Computer and Information Engineering, Hefei University of Technology, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0000-4841-5318","authenticated-orcid":false,"given":"Lixia","family":"Xue","sequence":"additional","affiliation":[{"name":"School of Computer and Information Engineering, Hefei University of Technology, China"}]}],"member":"320","published-online":{"date-parts":[[2024,7,24]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Toutanova","author":"Devlin J.","year":"1810","unstructured":"Devlin, J., Chang, M.-W., Lee, K., Toutanova, K.: Bert: Pre-training of deep bidirectional transformers for language understanding. ArXiv abs\/1810.04805, 2019."},{"key":"e_1_3_2_1_2_1","volume-title":"Stoyanov","author":"Liu Y.","year":"1907","unstructured":"Liu, Y., Ott, M., Goyal, N., Du, J., Joshi, M., Chen, D., Levy, O., Lewis, M., Zettlemoyer, L., Stoyanov, V.: Roberta: A robustly optimized bert pretraining approach. ArXiv abs\/1907.11692, 2019."},{"key":"e_1_3_2_1_3_1","volume-title":"Accelerating BERT Inference via Progressive Word-vector Elimination.\" International Conference on Machine Learning","author":"Goyal WER-BERT","year":"2020","unstructured":"Goyal, Saurabh \"PoWER-BERT: Accelerating BERT Inference via Progressive Word-vector Elimination.\" International Conference on Machine Learning, 2020."},{"key":"e_1_3_2_1_4_1","volume-title":"Sun","author":"Ye D.","year":"2021","unstructured":"Ye, D., Lin, Y., Huang, Y., Sun, M.: Tr-bert: Dynamic token reduction for accelerating bert inference. In: North American Chapter of the Association for Computational Linguistics, 2021."},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2021.acl-long.509"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2022.acl-long.1"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.acl-main.537"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"crossref","unstructured":"Eyzaguirre C. R'io F.D. Araujo V. & Soto '. 2021. DACT-BERT: Differentiable Adaptive Computation Time for an Efficient BERT Inference. ArXiv abs\/2109.11745.","DOI":"10.18653\/v1\/2022.nlppower-1.10"},{"key":"e_1_3_2_1_9_1","volume-title":"DPBERT: Efficient Inference for BERT based on Dynamic Planning. ArXiv, abs\/2308.00108.","author":"Wu W.","year":"2023","unstructured":"Wu, W., & Zhuo, H.H., 2023. DPBERT: Efficient Inference for BERT based on Dynamic Planning. ArXiv, abs\/2308.00108."},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-44289-7_6"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2021.acl-long.231"},{"volume-title":"Collaborative Meta-Learning for Accelerating BERT Inference.\" 2023 26th International Conference on Computer Supported Cooperative Work in Design (CSCWD) 2023: 119-124","author":"Xu BERT","key":"e_1_3_2_1_12_1","unstructured":"Xu, Yangyan \"MetaBERT: Collaborative Meta-Learning for Accelerating BERT Inference.\" 2023 26th International Conference on Computer Supported Cooperative Work in Design (CSCWD) 2023: 119-124."},{"key":"e_1_3_2_1_13_1","volume-title":"Mark Kurtz and Chengxiang Zhai. \"oBERTa: Improving Sparse Transfer Learning via improved initialization, distillation, and pruning regimes.\" SUSTAINLP","author":"Campos","year":"2023","unstructured":"Campos, Daniel Fernando, Alexandre Marques, Mark Kurtz and Chengxiang Zhai. \"oBERTa: Improving Sparse Transfer Learning via improved initialization, distillation, and pruning regimes.\" SUSTAINLP, 2023."},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2020\/341"},{"key":"e_1_3_2_1_15_1","volume-title":"Hong Wang and Zhongfeng Wang. \"Bebert: Efficient And Robust Binary Ensemble Bert.\" ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","author":"Tian","year":"2022","unstructured":"Tian, Jiayi, Chao Fang, Hong Wang and Zhongfeng Wang. \"Bebert: Efficient And Robust Binary Ensemble Bert.\" ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022: 1-5."},{"key":"e_1_3_2_1_16_1","volume-title":"Dense-and-Sparse Quantization.\" ArXiv abs\/2306.07629","author":"Kim LLM","year":"2023","unstructured":"Kim, Sehoon \"SqueezeLLM: Dense-and-Sparse Quantization.\" ArXiv abs\/2306.07629, 2023: n. pag."},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1162\/tacl_a_00413"},{"key":"e_1_3_2_1_18_1","first-page":"14024","volume-title":"Conf. Neural Informat. Process. Syst.,\"","author":"Michel","year":"2019","unstructured":"P. Michel , \"Are sixteen heads really better than one?,\" in Proc. Conf. Neural Informat. Process. Syst.,\" 2019, pp. 14014\u201314024."},{"key":"e_1_3_2_1_19_1","volume-title":"Soto","author":"Eyzaguirre C.","year":"2021","unstructured":"Eyzaguirre, C., del R'io, F., Araujo, V., Soto, A.: Dact-bert: Differentiable adaptive computation time for an efficient bert inference. ArXivabs\/2109.11745, 2021."},{"key":"e_1_3_2_1_20_1","volume-title":"Li","author":"Yan Y.","year":"2023","unstructured":"Yan, Y., Li, L.: Adaensemble: Learning adaptively sparse structured ensemble network for click-through rate prediction. ArXivabs\/2301.08353, 2023."}],"event":{"name":"CSAIDE 2024: 2024 3rd International Conference on Cyber Security, Artificial Intelligence and Digital Economy","acronym":"CSAIDE 2024","location":"Nanjing China"},"container-title":["Proceedings of the 2024 3rd International Conference on Cyber Security, Artificial Intelligence and Digital Economy"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3672919.3672949","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3672919.3672949","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,22]],"date-time":"2025-08-22T16:36:08Z","timestamp":1755880568000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3672919.3672949"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,3]]},"references-count":20,"alternative-id":["10.1145\/3672919.3672949","10.1145\/3672919"],"URL":"https:\/\/doi.org\/10.1145\/3672919.3672949","relation":{},"subject":[],"published":{"date-parts":[[2024,3]]},"assertion":[{"value":"2024-07-24","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}