{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:09:48Z","timestamp":1750219788204,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":16,"publisher":"ACM","license":[{"start":{"date-parts":[[2023,1,4]],"date-time":"2023-01-04T00:00:00Z","timestamp":1672790400000},"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":[[2023,1,4]]},"DOI":"10.1145\/3570991.3571051","type":"proceedings-article","created":{"date-parts":[[2023,1,5]],"date-time":"2023-01-05T04:13:03Z","timestamp":1672891983000},"page":"301-302","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Using Natural Language Processing to Enhance Understandability of Financial Texts"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4113-0958","authenticated-orcid":false,"given":"Sohom","family":"Ghosh","sequence":"first","affiliation":[{"name":"Department of Computer Science & Engineering, Jadavpur University, India"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1588-4665","authenticated-orcid":false,"given":"Sudip Kumar","family":"Naskar","sequence":"additional","affiliation":[{"name":"Department of Computer Science & Engineering, Jadavpur University, India"}]}],"member":"320","published-online":{"date-parts":[[2023,1,4]]},"reference":[{"key":"e_1_3_2_1_1_1","unstructured":"Dogu Araci. 2019. FinBERT: Financial Sentiment Analysis with Pre-trained Language Models. arxiv:1908.10063\u00a0[cs.CL] https:\/\/arxiv.org\/abs\/1908.10063"},{"key":"e_1_3_2_1_2_1","volume-title":"Proceedings of the Third Workshop on Financial Technology and Natural Language Processing (FinNLP@IJCAI 2021","author":"Chopra Ankush","year":"2021","unstructured":"Ankush Chopra and Sohom Ghosh. 2021. Term Expansion and FinBERT fine-tuning for Hypernym and Synonym Ranking of Financial Terms. In Proceedings of the Third Workshop on Financial Technology and Natural Language Processing (FinNLP@IJCAI 2021). -, Online, 46\u201351. https:\/\/aclanthology.org\/2021.finnlp-1.8"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1007\/s41870-022-00952-7"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.simpa.2022.100288"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/3487553.3524635"},{"key":"e_1_3_2_1_7_1","volume-title":"Proceedings of the The 4th Financial Narrative Processing Workshop (FNP@LREC2022)","author":"Ghosh Sohom","year":"2022","unstructured":"Sohom Ghosh and Sudip\u00a0Kumar Naskar. 2022. LIPI at FinCausal 2022: Mining Causes and Effects from Financial Texts. In Proceedings of the The 4th Financial Narrative Processing Workshop (FNP@LREC2022). European Language Resources Association, Marseille, France, 130\u2013132. https:\/\/aclanthology.org\/2022.fnp-1.21"},{"key":"e_1_3_2_1_8_1","volume-title":"Proceedings of the 16th NTCIR Conference on Evaluation of Information Access Technologies. NII","author":"Ghosh Sohom","year":"2022","unstructured":"Sohom Ghosh and Sudip\u00a0Kumar Naskar. 2022. Lipi at the ntcir-16 finnum-3 task: ensembling transformer based models to detect in-claim numerals in financial conversations. In Proceedings of the 16th NTCIR Conference on Evaluation of Information Access Technologies. NII, Tokyo, Japan, 92\u201394. http:\/\/research.nii.ac.jp\/ntcir\/workshop\/OnlineProceedings16\/pdf\/ntcir\/02-NTCIR16-FINNUM-GhoshS.pdf"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2022.finnlp-1.33"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/3570991.3571067"},{"key":"e_1_3_2_1_11_1","volume-title":"Proceedings of the 18th International Conference on Natural Language Processing (ICON). NLP Association of India, NIT","author":"Ghosh Sohom","year":"2021","unstructured":"Sohom Ghosh, Shovon Sengupta, Sudip Naskar, and Sunny\u00a0Kumar Singh. 2021. FinRead: A Transfer Learning Based Tool to Assess Readability of Definitions of Financial Terms. In Proceedings of the 18th International Conference on Natural Language Processing (ICON). NLP Association of India, NIT, Silchar, India, 658\u2013659. https:\/\/aclanthology.org\/2021.icon-main.81"},{"key":"e_1_3_2_1_12_1","volume-title":"Proceedings of the The 4th Financial Narrative Processing Workshop (FNP@LREC2022)","author":"Ghosh Sohom","year":"2022","unstructured":"Sohom Ghosh, Shovon Sengupta, Sudip\u00a0Kumar Naskar, and Sunny\u00a0Kumar Singh. 2022. FinRAD: Financial Readability Assessment Dataset - 13,000+ Definitions of Financial Terms for Measuring Readability. In Proceedings of the The 4th Financial Narrative Processing Workshop (FNP@LREC2022). European Language Resources Association, Marseille, France, 1\u20139. http:\/\/lrec-conf.org\/proceedings\/lrec2022\/workshops\/FNP\/pdf\/2022.fnp-1.1.pdf"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","unstructured":"Allen Huang Hui Wang and Yi Yang. 2020. FinBERT\u2014A Large Language Model Approach to Extracting Information from Financial Text. http:\/\/dx.doi.org\/10.2139\/ssrn.3910214","DOI":"10.2139\/ssrn.3910214"},{"key":"e_1_3_2_1_14_1","unstructured":"Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy Mike Lewis Luke Zettlemoyer and Veselin Stoyanov. 2019. RoBERTa: A Robustly Optimized BERT Pretraining Approach. https:\/\/arxiv.org\/abs\/1907.11692"},{"key":"e_1_3_2_1_15_1","volume-title":"Proceedings of the First Workshop on Bridging Human\u2013Computer Interaction and Natural Language Processing. Association for Computational Linguistics, Online, 21\u201327","author":"Passali Tatiana","year":"2021","unstructured":"Tatiana Passali, Alexios Gidiotis, Efstathios Chatzikyriakidis, and Grigorios Tsoumakas. 2021. Towards Human-Centered Summarization: A Case Study on Financial News. In Proceedings of the First Workshop on Bridging Human\u2013Computer Interaction and Natural Language Processing. Association for Computational Linguistics, Online, 21\u201327. https:\/\/www.aclweb.org\/anthology\/2021.hcinlp-1.4"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1"}],"event":{"name":"CODS-COMAD 2023: 6th Joint International Conference on Data Science & Management of Data (10th ACM IKDD CODS and 28th COMAD)","acronym":"CODS-COMAD 2023","location":"Mumbai India"},"container-title":["Proceedings of the 6th Joint International Conference on Data Science & Management of Data (10th ACM IKDD CODS and 28th COMAD)"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3570991.3571051","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3570991.3571051","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T16:37:54Z","timestamp":1750178274000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3570991.3571051"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,1,4]]},"references-count":16,"alternative-id":["10.1145\/3570991.3571051","10.1145\/3570991"],"URL":"https:\/\/doi.org\/10.1145\/3570991.3571051","relation":{},"subject":[],"published":{"date-parts":[[2023,1,4]]},"assertion":[{"value":"2023-01-04","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}