{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,15]],"date-time":"2025-11-15T10:33:16Z","timestamp":1763202796459,"version":"3.37.3"},"reference-count":62,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"3","license":[{"start":{"date-parts":[[2024,6,1]],"date-time":"2024-06-01T00:00:00Z","timestamp":1717200000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,6,1]],"date-time":"2024-06-01T00:00:00Z","timestamp":1717200000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,6,1]],"date-time":"2024-06-01T00:00:00Z","timestamp":1717200000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Nature Science Foundation of China","doi-asserted-by":"publisher","award":["61872288"],"award-info":[{"award-number":["61872288"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Comput. Soc. Syst."],"published-print":{"date-parts":[[2024,6]]},"DOI":"10.1109\/tcss.2023.3323885","type":"journal-article","created":{"date-parts":[[2023,10,23]],"date-time":"2023-10-23T18:21:10Z","timestamp":1698085270000},"page":"4087-4101","source":"Crossref","is-referenced-by-count":6,"title":["SEHF: A Summary-Enhanced Hierarchical Framework for Financial Report Sentiment Analysis"],"prefix":"10.1109","volume":"11","author":[{"ORCID":"https:\/\/orcid.org\/0009-0001-0955-470X","authenticated-orcid":false,"given":"Haozhou","family":"Li","sequence":"first","affiliation":[{"name":"Systems Engineering Institute, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5448-8529","authenticated-orcid":false,"given":"Qinke","family":"Peng","sequence":"additional","affiliation":[{"name":"Systems Engineering Institute, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China"}]},{"given":"Xinyuan","family":"Wang","sequence":"additional","affiliation":[{"name":"Systems Engineering Institute, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China"}]},{"given":"Xu","family":"Mou","sequence":"additional","affiliation":[{"name":"Systems Engineering Institute, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China"}]},{"given":"Yonghao","family":"Wang","sequence":"additional","affiliation":[{"name":"Systems Engineering Institute, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2021.107389"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.2308\/accr-50833"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2022.118312"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/3442442.3451373"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.jacceco.2019.101246"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.physa.2021.126601"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.jfineco.2007.05.008"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D15-1071"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/tcss.2022.3215528"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TCSS.2021.3073964"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2020.2968894"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TCSS.2022.3182375"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/1651461.1651464"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1287\/mnsc.1070.0704"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D17-1057"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TAAI.2017.27"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/d14-1181"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/S17-2138"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TCSS.2020.2998092"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2019\/810"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P18-2023"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/3404555.3404583"},{"key":"ref23","first-page":"1951","article-title":"Aspect-based financial sentiment analysis with deep neural networks","volume-title":"Proc. Companion World Wide Web Conf.","author":"Shijia"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2021.3100281"},{"key":"ref25","first-page":"4171","article-title":"BERT: Pre-training of deep bidirectional transformers for language understanding","volume-title":"Proc. ACL Conf. NAACL HLT","author":"Devlin"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1907.11692"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2022.10.025"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2022.102943"},{"key":"ref29","article-title":"LongFormer: The long-document transformer","author":"Beltagy","year":"2020","journal-title":"arXiv:2004.05150"},{"key":"ref30","first-page":"17283","article-title":"Big bird: Transformers for longer sequences","volume-title":"Proc. 34th Int. Conf. Adv. Neural Inf. Process. Syst.","author":"Zaheer"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2020\/622"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/ASRU46091.2019.9003958"},{"key":"ref33","first-page":"12792","article-title":"CogLTX: Applying BERT to long texts","volume-title":"Proc. 34th Int. Conf. Adv. Neural Inf. Process. Syst.","author":"Ding"},{"key":"ref34","article-title":"ERNIE 3.0: Large-scale knowledge enhanced pre-training for language understanding and generation","author":"Sun","year":"2021","journal-title":"arXiv:2107.02137"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2018\/591"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/CONFLUENCE.2017.7943126"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D17-1223"},{"key":"ref38","first-page":"43","article-title":"The financial narrative summarisation shared task (FNS 2022)","volume-title":"Proc. 4th Financ. Narrat. Process. Workshop","author":"El-Haj"},{"key":"ref39","first-page":"65","article-title":"DiMSum: Distributed and multilingual summarization of financial narratives","volume-title":"Proc. 4th Financial Narrative Process. Workshop","author":"Shukla"},{"key":"ref40","first-page":"53","article-title":"Multilingual text summarization on financial documents","volume-title":"Proc. 4th Financial Narrative Process. Workshop","author":"Foroutan"},{"key":"ref41","first-page":"73","article-title":"Transformer-based models for long document summarisation in financial domain","volume-title":"Proc. 4th Financial Narrative Process. Workshop","author":"Khanna"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2016.2586608"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.acl-main.703"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/p17-1099"},{"key":"ref45","first-page":"2200","article-title":"SentiWordNet 3.0: An enhanced lexical resource for sentiment analysis and opinion mining","volume-title":"Proc. 7th Int. Conf. Lang. Resourc. Eval. (LREC)","author":"Baccianella"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/ICSC.2018.00052"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2014.08.004"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/n16-1174"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref50","first-page":"404","article-title":"TextRank: Bringing order into text","volume-title":"Proc. Conf. Empirical Methods Natural Lang. Process.","author":"Mihalcea"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2021.102536"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/K16-1028"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1146\/annurev.neuro.26.041002.131047"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2018.2876317"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1007\/s11432-021-3536-5"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2021.naacl-main.41"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v31i1.10955"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2020\/644"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2021.3124365"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2021.3124328"},{"key":"ref61","first-page":"27263","article-title":"BARTScore: Evaluating generated text as text generation","volume-title":"Proc. 35th Int. Conf. Adv. Neural Inf. Process. Syst.","author":"Yuan"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2018.2846646"}],"container-title":["IEEE Transactions on Computational Social Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6570650\/10557215\/10292549.pdf?arnumber=10292549","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,25]],"date-time":"2024-06-25T20:57:01Z","timestamp":1719349021000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10292549\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,6]]},"references-count":62,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.1109\/tcss.2023.3323885","relation":{},"ISSN":["2329-924X","2373-7476"],"issn-type":[{"type":"electronic","value":"2329-924X"},{"type":"electronic","value":"2373-7476"}],"subject":[],"published":{"date-parts":[[2024,6]]}}}