{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,1]],"date-time":"2025-07-01T08:07:10Z","timestamp":1751357230764,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":10,"publisher":"ACM","license":[{"start":{"date-parts":[[2023,2,27]],"date-time":"2023-02-27T00:00:00Z","timestamp":1677456000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2023,2,27]]},"DOI":"10.1145\/3539597.3573040","type":"proceedings-article","created":{"date-parts":[[2023,2,22]],"date-time":"2023-02-22T23:27:00Z","timestamp":1677108420000},"page":"1208-1211","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["A Semantic Search Framework for Similar Audit Issue Recommendation in Financial Industry"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9355-0025","authenticated-orcid":false,"given":"Chuchu","family":"Zhang","sequence":"first","affiliation":[{"name":"DBS Bank, Singapore, Singapore"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2872-3326","authenticated-orcid":false,"given":"Can","family":"Song","sequence":"additional","affiliation":[{"name":"DBS Bank, Singapore, Singapore"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7116-2707","authenticated-orcid":false,"given":"Samarth","family":"Agarwal","sequence":"additional","affiliation":[{"name":"DBS Bank, Singapore, Singapore"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9942-6885","authenticated-orcid":false,"given":"Huayu","family":"Wu","sequence":"additional","affiliation":[{"name":"DBS Bank, Singapore, Singapore"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8678-0508","authenticated-orcid":false,"given":"Xuejie","family":"Zhang","sequence":"additional","affiliation":[{"name":"DBS Bank, Singapore, Singapore"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4017-561X","authenticated-orcid":false,"given":"John Jianan","family":"Lu","sequence":"additional","affiliation":[{"name":"DBS Bank, Singapore, Singapore"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2023,2,27]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies","volume":"1","author":"Jacob Devlin","year":"2019","unstructured":"Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1, 4171--4186."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D19-1410"},{"key":"e_1_3_2_1_3_1","volume-title":"Poly-encoders: Transformer architectures and pre-training strategies for fast and accurate multi-sentence scoring. arXiv preprint arXiv","author":"Humeau S.","year":"2019","unstructured":"Humeau, S., Shuster, K., Lachaux, M. A., & Weston, J. 2019. Poly-encoders: Transformer architectures and pre-training strategies for fast and accurate multi-sentence scoring. arXiv preprint arXiv: 1905.01969."},{"key":"e_1_3_2_1_4_1","volume-title":"Vasarhelyi","author":"Sun","year":"2018","unstructured":"Sun, Ting, and Miklos A. Vasarhelyi, 2018. Embracing textual data analytics in auditing with deep learning. International Journal of Digital Accounting Research 18 (Jan 2018), 49--67."},{"key":"e_1_3_2_1_5_1","first-page":"3","article-title":"Natural Language Processing in Accounting, Auditing and Finance: A Synthesis of the Literature with a Roadmap for Future","volume":"23","author":"Ingrid E.","year":"2016","unstructured":"Ingrid E. Fisher, Margaret R. Garnsey, and Mark E. Hughes. 2016. Natural Language Processing in Accounting, Auditing and Finance: A Synthesis of the Literature with a Roadmap for Future Research. Int. J. Intell. Syst. Account. Financ. Manage. 23, 3 (July 2016), 157--214.","journal-title":"Research. Int. J. Intell. Syst. Account. Financ. Manage."},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/3342558.3345421"},{"key":"e_1_3_2_1_7_1","volume-title":"Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing, 451--62","author":"Schwartz S","year":"2003","unstructured":"Schwartz, Ariel S, and Marti A Hearst. 2003. A simple algorithm for identifying abbreviation definitions in biomedical text. In Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing, 451--62."},{"key":"e_1_3_2_1_8_1","volume-title":"5th Workshop on Energy Efficient Machine Learning and Cognitive Computing @ NeurIPS","author":"Sanh V.","year":"2019","unstructured":"Sanh V., Debut L, Chaumond J, and Wolf T. DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter. In 5th Workshop on Energy Efficient Machine Learning and Cognitive Computing @ NeurIPS 2019."},{"key":"e_1_3_2_1_9_1","volume-title":"arXiv","author":"Jiao X","year":"2019","unstructured":"Jiao X, Yin Y, Shang L, Jiang X, Chen X, Li L, Wang F, and Liu Q. TinyBERT: Distilling BERT for natural language understanding, In arXiv 2019."},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/3397271.3401075"}],"event":{"name":"WSDM '23: The Sixteenth ACM International Conference on Web Search and Data Mining","sponsor":["SIGMOD ACM Special Interest Group on Management of Data","SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web","SIGKDD ACM Special Interest Group on Knowledge Discovery in Data","SIGIR ACM Special Interest Group on Information Retrieval"],"location":"Singapore Singapore","acronym":"WSDM '23"},"container-title":["Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3539597.3573040","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3539597.3573040","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T17:51:39Z","timestamp":1750182699000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3539597.3573040"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,2,27]]},"references-count":10,"alternative-id":["10.1145\/3539597.3573040","10.1145\/3539597"],"URL":"https:\/\/doi.org\/10.1145\/3539597.3573040","relation":{},"subject":[],"published":{"date-parts":[[2023,2,27]]},"assertion":[{"value":"2023-02-27","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}