{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,21]],"date-time":"2026-02-21T01:17:06Z","timestamp":1771636626907,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":11,"publisher":"ACM","license":[{"start":{"date-parts":[[2021,8,16]],"date-time":"2021-08-16T00:00:00Z","timestamp":1629072000000},"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":[[2021,8,16]]},"DOI":"10.1145\/3469096.3474928","type":"proceedings-article","created":{"date-parts":[[2021,8,17]],"date-time":"2021-08-17T00:22:40Z","timestamp":1629159760000},"page":"1-4","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":10,"title":["ALiBERT"],"prefix":"10.1145","author":[{"given":"Rajkumar","family":"Ramamurthy","sequence":"first","affiliation":[{"name":"Fraunhofer IAIS, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Maren","family":"Pielka","sequence":"additional","affiliation":[{"name":"Fraunhofer IAIS, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Robin","family":"Stenzel","sequence":"additional","affiliation":[{"name":"Fraunhofer IAIS, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Christian","family":"Bauckhage","sequence":"additional","affiliation":[{"name":"Fraunhofer IAIS, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rafet","family":"Sifa","sequence":"additional","affiliation":[{"name":"Fraunhofer IAIS, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tim Dilmaghani","family":"Khameneh","sequence":"additional","affiliation":[{"name":"PricewaterhouseCoopers GmbH WPG, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ulrich","family":"Warning","sequence":"additional","affiliation":[{"name":"PricewaterhouseCoopers GmbH WPG, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bernd","family":"Kliem","sequence":"additional","affiliation":[{"name":"PricewaterhouseCoopers GmbH WPG, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"R\u00fcdiger","family":"Loitz","sequence":"additional","affiliation":[{"name":"PricewaterhouseCoopers GmbH WPG, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2021,8,16]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Proc. of Conf. of the NAACL (Demonstrations).","author":"Akbik Alan","year":"2019","unstructured":"Alan Akbik , Tanja Bergmann , Duncan Blythe , Kashif Rasul , Stefan Schweter , and Roland Vollgraf . 2019 . FLAIR: An Easy-to-use Framework for State-of-the-art NLP . In Proc. of Conf. of the NAACL (Demonstrations). Alan Akbik, Tanja Bergmann, Duncan Blythe, Kashif Rasul, Stefan Schweter, and Roland Vollgraf. 2019. FLAIR: An Easy-to-use Framework for State-of-the-art NLP. In Proc. of Conf. of the NAACL (Demonstrations)."},{"key":"e_1_3_2_1_2_1","volume-title":"Leveraging Contextual Text Representations for Anonymizing German Financial Documents. In Workshop on Knowledge Discovery from Unstructured Data in Financial Services. AAAI.","author":"Biesner David","year":"2020","unstructured":"David Biesner , Rajkumar Ramamurthy , Max L\u00fcbbering , Benedikt F\u00fcrst , Hisham Ismail , Lars Hillebrand , Anna Ladi , Maren Pielka , Robin Stenzel , Tim Khameneh , Vanessa Krapp , Ilgar Huseynov , Jennifer Schlums , Uwe Stoll , Ulrich Warning , Bernd Kliem , Christian Bauckhage , and Rafet Sifa . 2020 . Leveraging Contextual Text Representations for Anonymizing German Financial Documents. In Workshop on Knowledge Discovery from Unstructured Data in Financial Services. AAAI. David Biesner, Rajkumar Ramamurthy, Max L\u00fcbbering, Benedikt F\u00fcrst, Hisham Ismail, Lars Hillebrand, Anna Ladi, Maren Pielka, Robin Stenzel, Tim Khameneh, Vanessa Krapp, Ilgar Huseynov, Jennifer Schlums, Uwe Stoll, Ulrich Warning, Bernd Kliem, Christian Bauckhage, and Rafet Sifa. 2020. Leveraging Contextual Text Representations for Anonymizing German Financial Documents. In Workshop on Knowledge Discovery from Unstructured Data in Financial Services. AAAI."},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"crossref","unstructured":"J.L. Campbell H. Chen D.S. Dhaliwal H. Lu and L.B. Steele. 2014. The Information Content of Mandatory Risk Factor Disclosures in Corporate Filings. Review of Accounting Studies (2014).  J.L. Campbell H. Chen D.S. Dhaliwal H. Lu and L.B. Steele. 2014. The Information Content of Mandatory Risk Factor Disclosures in Corporate Filings. Review of Accounting Studies (2014).","DOI":"10.1007\/s11142-013-9258-3"},{"key":"e_1_3_2_1_4_1","volume-title":"Bert: Pre-training of Deep Bidirectional Transformers for Language Understanding. arXiv preprint arXiv:1810.04805","author":"Devlin Jacob","year":"2018","unstructured":"Jacob Devlin , Ming-Wei Chang , Kenton Lee , and Kristina Toutanova . 2018 . Bert: Pre-training of Deep Bidirectional Transformers for Language Understanding. arXiv preprint arXiv:1810.04805 (2018). Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2018. Bert: Pre-training of Deep Bidirectional Transformers for Language Understanding. arXiv preprint arXiv:1810.04805 (2018)."},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"crossref","unstructured":"P. Hajek and R. Henriques. 2017. Mining Corporate Annual Reports for Intelligent Detection of Financial Statement Fraud-A comparative Study of Machine Learning Methods. Knowledge-Based Systems (2017).  P. Hajek and R. Henriques. 2017. Mining Corporate Annual Reports for Intelligent Detection of Financial Statement Fraud-A comparative Study of Machine Learning Methods. Knowledge-Based Systems (2017).","DOI":"10.1016\/j.knosys.2017.05.001"},{"key":"e_1_3_2_1_6_1","volume-title":"Deep Contextualized Word Representations. arXiv preprint arXiv:1802.05365","author":"Peters Matthew E","year":"2018","unstructured":"Matthew E Peters , Mark Neumann , Mohit Iyyer , Matt Gardner , Christopher Clark , Kenton Lee , and Luke Zettlemoyer . 2018. Deep Contextualized Word Representations. arXiv preprint arXiv:1802.05365 ( 2018 ). Matthew E Peters, Mark Neumann, Mohit Iyyer, Matt Gardner, Christopher Clark, Kenton Lee, and Luke Zettlemoyer. 2018. Deep Contextualized Word Representations. arXiv preprint arXiv:1802.05365 (2018)."},{"key":"e_1_3_2_1_7_1","volume-title":"Proc. of the 1st Joint Workshop on Financial Narrative Processing and MultiLing Financial Summarisation.","author":"Pielka Maren","year":"2020","unstructured":"Maren Pielka , Anna Ladi , Clayton Chapman , Eduardo Brito , Rajkumar Ramamurthy , Paul Mayer , Abdul Wahab , Rafet Sifa , and Christian Bauckhage . 2020 . Fraunhofer IAIS at FinCausal 2020, Tasks 1 & 2: Using Ensemble Methods and Sequence Tagging to Detect Causality in Financial Documents . In Proc. of the 1st Joint Workshop on Financial Narrative Processing and MultiLing Financial Summarisation. Maren Pielka, Anna Ladi, Clayton Chapman, Eduardo Brito, Rajkumar Ramamurthy, Paul Mayer, Abdul Wahab, Rafet Sifa, and Christian Bauckhage. 2020. Fraunhofer IAIS at FinCausal 2020, Tasks 1 & 2: Using Ensemble Methods and Sequence Tagging to Detect Causality in Financial Documents. In Proc. of the 1st Joint Workshop on Financial Narrative Processing and MultiLing Financial Summarisation."},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/3342558.3345421"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"crossref","unstructured":"M. Tsai and C. Wang. 2017. On the Risk Prediction and Analysis of Soft Information in Finance Reports. European Journal of Operational Research (2017).  M. Tsai and C. Wang. 2017. On the Risk Prediction and Analysis of Soft Information in Finance Reports. European Journal of Operational Research (2017).","DOI":"10.1016\/j.ejor.2016.06.069"},{"key":"e_1_3_2_1_11_1","volume-title":"Attention is All You Need. arXiv preprint arXiv:1706.03762","author":"Vaswani Ashish","year":"2017","unstructured":"Ashish Vaswani , Noam Shazeer , Niki Parmar , Jakob Uszkoreit , Llion Jones , Aidan N Gomez , Lukasz Kaiser , and Illia Polosukhin . 2017. Attention is All You Need. arXiv preprint arXiv:1706.03762 ( 2017 ). Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Lukasz Kaiser, and Illia Polosukhin. 2017. Attention is All You Need. arXiv preprint arXiv:1706.03762 (2017)."},{"key":"e_1_3_2_1_12_1","unstructured":"Yonghui Wu Mike Schuster Zhifeng Chen Quoc V Le Mohammad Norouzi Wolfgang Macherey Maxim Krikun Yuan Cao Qin Gao Klaus Macherey etal 2016. Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation. arXiv preprint arXiv:1609.08144 (2016).  Yonghui Wu Mike Schuster Zhifeng Chen Quoc V Le Mohammad Norouzi Wolfgang Macherey Maxim Krikun Yuan Cao Qin Gao Klaus Macherey et al. 2016. Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation. arXiv preprint arXiv:1609.08144 (2016)."}],"event":{"name":"DocEng '21: ACM Symposium on Document Engineering 2021","location":"Limerick Ireland","acronym":"DocEng '21","sponsor":["SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web"]},"container-title":["Proceedings of the 21st ACM Symposium on Document Engineering"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3469096.3474928","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3469096.3474928","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T20:18:29Z","timestamp":1750191509000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3469096.3474928"}},"subtitle":["improved automated list inspection (ALI) with BERT"],"short-title":[],"issued":{"date-parts":[[2021,8,16]]},"references-count":11,"alternative-id":["10.1145\/3469096.3474928","10.1145\/3469096"],"URL":"https:\/\/doi.org\/10.1145\/3469096.3474928","relation":{},"subject":[],"published":{"date-parts":[[2021,8,16]]},"assertion":[{"value":"2021-08-16","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}