{"id":11,"date":"2024-07-17T13:29:12","date_gmt":"2024-07-17T13:29:12","guid":{"rendered":"https:\/\/www.lllf.uam.es\/wordpress\/?page_id=11"},"modified":"2025-01-23T10:21:09","modified_gmt":"2025-01-23T10:21:09","slug":"fincausal-25","status":"publish","type":"page","link":"https:\/\/www.lllf.uam.es\/wordpress\/fincausal-25\/","title":{"rendered":"FinCausal 25 &#8211; HOME"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"11\" class=\"elementor elementor-11\">\n\t\t\t\t<div class=\"elementor-element elementor-element-09984b1 e-con-full e-flex e-con e-parent\" data-id=\"09984b1\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0a3a88b hfe-nav-menu__breakpoint-mobile hfe-nav-menu__align-left hfe-submenu-icon-arrow hfe-submenu-animation-none hfe-link-redirect-child elementor-widget elementor-widget-navigation-menu\" data-id=\"0a3a88b\" data-element_type=\"widget\" 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class=\"menu-item menu-item-type-post_type menu-item-object-page parent hfe-creative-menu\"><a href=\"https:\/\/www.lllf.uam.es\/wordpress\/fincausal-25\/fnp-2025\/\" class = \"hfe-menu-item\">FinCausal 2025<\/a><\/li>\n<li id=\"menu-item-129\" class=\"menu-item menu-item-type-post_type menu-item-object-page parent hfe-creative-menu\"><a href=\"https:\/\/www.lllf.uam.es\/wordpress\/fincausal-25\/previous-workshops\/\" class = \"hfe-menu-item\">Previous Workshops<\/a><\/li>\n<\/ul> \n\t\t\t\t<\/nav>\n\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-806c441 elementor-widget elementor-widget-image\" data-id=\"806c441\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"446\" height=\"300\" src=\"https:\/\/www.lllf.uam.es\/wordpress\/wp-content\/uploads\/fnp-1.png\" class=\"attachment-large size-large wp-image-476\" alt=\"\" srcset=\"https:\/\/www.lllf.uam.es\/wordpress\/wp-content\/uploads\/fnp-1.png 446w, https:\/\/www.lllf.uam.es\/wordpress\/wp-content\/uploads\/fnp-1-300x202.png 300w\" sizes=\"(max-width: 446px) 100vw, 446px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1184e75 e-con-full e-flex e-con e-child\" data-id=\"1184e75\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-1ce8bcb e-con-full e-flex e-con e-child\" data-id=\"1ce8bcb\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c8e8d4e elementor-widget elementor-widget-text-editor\" data-id=\"c8e8d4e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2 style=\"text-align: left;\"><strong>FINCAUSAL RANKING!<\/strong><\/h2><h2 style=\"text-align: left;\"><strong>Check your results <\/strong><em><span style=\"text-decoration: underline;\"><a style=\"text-decoration: underline;\" href=\"https:\/\/www.lllf.uam.es\/wordpress\/fincausal-25\/fnp-2025\/\"><strong><span style=\"text-decoration: underline;\">here<\/span><\/strong><\/a><\/span><\/em><\/h2>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9a73907 elementor-widget elementor-widget-heading\" data-id=\"9a73907\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Financial Narrative Processing 2025<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dae038c elementor-widget elementor-widget-image\" data-id=\"dae038c\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"768\" height=\"512\" src=\"https:\/\/www.lllf.uam.es\/wordpress\/wp-content\/uploads\/photo-1546412414-8035e1776c9a-768x512.jpeg\" class=\"attachment-medium_large size-medium_large wp-image-286\" alt=\"\" srcset=\"https:\/\/www.lllf.uam.es\/wordpress\/wp-content\/uploads\/photo-1546412414-8035e1776c9a-768x512.jpeg 768w, https:\/\/www.lllf.uam.es\/wordpress\/wp-content\/uploads\/photo-1546412414-8035e1776c9a-300x200.jpeg 300w, https:\/\/www.lllf.uam.es\/wordpress\/wp-content\/uploads\/photo-1546412414-8035e1776c9a-1024x683.jpeg 1024w, https:\/\/www.lllf.uam.es\/wordpress\/wp-content\/uploads\/photo-1546412414-8035e1776c9a-1536x1024.jpeg 1536w, https:\/\/www.lllf.uam.es\/wordpress\/wp-content\/uploads\/photo-1546412414-8035e1776c9a-2048x1365.jpeg 2048w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0fd6d2d elementor-widget elementor-widget-text-editor\" data-id=\"0fd6d2d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><b>FNP2025<\/b> will be part of the <b>Joint Workshop of the 9th Financial Technology and Natural Language Processing<\/b> (FinNLP), <b>the 6th Financial Narrative Processing<\/b> (FNP), and the <b>1st Workshop on Large Language Models for Finance and Legal<\/b> (LLMFinLegal).<\/p><p>The joint workshop explores the interaction of <strong>NLP<\/strong>, <strong>Machine Learning (ML)<\/strong>, and <strong>Large Language Models (LLMs)<\/strong> within the <strong>financial and legal domains<\/strong>. By merging the expertise and focus areas of these three workshops, we intend to foster interdisciplinary research and innovation.<\/p><p>Since our first project in 2012, we have built a long and rich history in Financial NLP. Our 10th event marks <b>the 6th under the title of FNP<\/b>, highlighting the growing interest in automatic and computer-aided approaches for extracting, summarising, and analysing both qualitative and quantitative financial data. In recent years, previous manual small-scale research in the Accounting and Finance literature has been scaled up with the aid of NLP and ML methods. For the past five years, we have proven to be the leaders in Financial NLP, organising <strong>more than nine international events<\/strong>, introducing NLP and AI shared tasks, and providing the datasets and methodologies needed to push forward this emerging field.<\/p><p>Following the success of <a href=\"https:\/\/wp.lancs.ac.uk\/cfie\/fnp2023\/\">the 5th Financial Narrative Processing Workshop (FNP 2023)<\/a> at the IEEE-BigData Conference in Sorrento, Italy, <a href=\"https:\/\/wp.lancs.ac.uk\/cfie\/fnp2022\/\">the 4th Financial Narrative Processing Workshop (FNP 2022)<\/a> at LREC\u201922 in Marseille, <a href=\"https:\/\/wp.lancs.ac.uk\/cfie\/fnp2021\/\">the 3rd Financial Narrative Processing Workshop (FNP 2021)<\/a>, <a href=\"https:\/\/wp.lancs.ac.uk\/cfie\/fnp2020\/\">the 1st Joint Workshop on Financial Narrative Processing and MultiLing Financial Summarisation (FNP-FNS 2020)<\/a>, as well as <a href=\"https:\/\/wp.lancs.ac.uk\/cfie\/fnp2018\/\">the First FNP 2018<\/a> at LREC\u201918 in Japan, <a href=\"https:\/\/wp.lancs.ac.uk\/cfie\/fnp2019\/\">the Second FNP 2019<\/a> at NoDaLiDa 2019 in Finland and the Multiling 2019 Financial narrative Summarisation task at RANLP in Bulgaria, we have had a great deal of positive feedback and interest in continuing the development of the financial narrative processing field, especially from our shared task participants. Our workshop series are contributing to the field of Financial NLP, evident by <a href=\"https:\/\/scholar.google.com\/citations?hl=en&amp;amp;user=8Qn7yJ8AAAAJ\">Google Citations<\/a> and proceedings on <a href=\"https:\/\/aclanthology.org\/venues\/fnp\/\">ACL anthology<\/a><\/p><p>As in previous editions, <strong>FNP 2025 will be on-site and in-person<\/strong> (there will be NO option for it to be virtual or hybrid).<\/p><p>For the 6th FNP shared task, we will continue working in two languages (<b>English<\/b>, <b>Spanish<\/b>) and we will introduce a new FinCausal Shared Task: <span style=\"color: #4a8200;\">Financial Causality Detection (FinCausal 2025)<\/span> on <strong>hybrid question answering<\/strong>.<\/p><p>The objective is to detect causal effects in financial disclosures in English and Spanish. The dataset is a combination of extractive and generative QA. Questions will be formulated abstractedly, while answers will be extractive. In certain segments, questions will either focus on causes or effects, and the answers will be directly extracted from the text. The evaluation metric for responses will encompass both exact matching and semantic similarity.<\/p><p>The shared tasks attracted more than <strong>150 participants<\/strong> within the last 3 FNP editions, for this year we are expanding the dataset by making the tasks more challenging.<\/p><p>\u2192 <span style=\"color: #4a8200;\"><span style=\"text-decoration: underline;\"><strong>2 new datasets<\/strong><\/span><\/span> will be developed, one in English and one in Spanish<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a27e730 elementor-widget elementor-widget-button\" data-id=\"a27e730\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/codalab.lisn.upsaclay.fr\/competitions\/19936\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Access the CodaLab by clicking here<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-624311d elementor-widget elementor-widget-text-editor\" data-id=\"624311d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2><strong>Key Dates<\/strong><\/h2><div><ul style=\"color: #000000;\"><li><s>First CFP: 15 July 2024<\/s><\/li><li><s>Second CFP: 15 August 2024<\/s><\/li><li><s>(FinCausal) <strong>Practice set release<\/strong>: 2 September 2024<\/s><\/li><li><strong><span style=\"font-weight: 400;\">(FinCausal)\u00a0<\/span>Training set release<\/strong>: 15 September 2024<\/li><li><s>(FinCausal) <strong>Training set<\/strong> <strong>release<\/strong>: 15 September 2024<\/s><\/li><li><s>(FinCausal) <strong>Blind test set release<\/strong>: 30 October 2024<\/s><\/li><li><strong><span style=\"font-weight: 400;\">(FinCausal)\u00a0<\/span>Systems submission:<\/strong> <s>7 November 2024<\/s> <s>11 November 2024<\/s><\/li><li><strong><span style=\"font-weight: 400;\">(FinCausal)\u00a0<\/span>Release of results<\/strong>: <s>12 November 2024<\/s> <s>13 November 2024<\/s><\/li><li><strong><span style=\"font-weight: 400;\">(FinCausal and general)\u00a0<\/span>Paper Submission Deadline<\/strong>: 25 November 2024<\/li><li><strong>Notifications of Acceptance<\/strong>: 5 December 2024<\/li><li><strong>Camera-ready Paper Deadline<\/strong>: 13 December 2024<\/li><\/ul><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-47b8e3a e-flex e-con-boxed e-con e-parent\" data-id=\"47b8e3a\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-02de38d e-flex e-con-boxed e-con e-parent\" data-id=\"02de38d\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4a1e795 elementor-widget elementor-widget-text-editor\" data-id=\"4a1e795\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div><h2 style=\"font-family: Roboto, sans-serif; font-style: normal; color: #1974ba;\"><b>Summary of the Call<\/b><\/h2><p>We invite papers describing original, completed or ongoing, unpublished research. We welcome paper submissions, in theory, methodology, as well as resources and applications in all areas related to Financial Natural Language Processing and Financial Text Analysis. We also welcome submissions on negative results as well as submissions highlighting challenges faced in industrial or academic settings.<\/p><p>We encourage submissions on topics that include, but are not limited to, the following:<\/p><ul><li>Applying core technologies on financial narratives: morphological analysis, disambiguation, tokenization, part-of-speech tagging, named entity recognition, chunking, parsing, semantic role labelling, sentiment analysis, document quality and advanced readability metrics, etc.<\/li><li>Using NLP to detect misreporting in relation to diversity and wellbeing on issues related to gender, ethnicity, women at work as well as employee mental health and stability.<\/li><li>Financial narrative resources: dictionaries, annotated data, tools and technologies etc.<\/li><li>Summarisation across domains and sources that are related to finance (e.g. company blogs, product reviews, market briefs, etc.), this includes financial multilingual and cross-lingual summarisation using single-document summarisation, multi-document summarisation, summarisation evaluation, headline generation, cross-domain\/cross-topic summarisation.<\/li><li>Analysis of Online Social Networks for detection of public opinions towards financial events.<\/li><li>Multilingual analysis, describing the different regulatory regimes within which companies operate internationally.<\/li><li>Ongoing research and preliminary results.<\/li><li>Negative results, for example techniques and methodologies that work for certain languages but not on others. Other venues could be showing that state-of-the-art technologies such as BERT could fail on certain tasks or languages.<\/li><\/ul><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-58ab821 elementor-widget elementor-widget-text-editor\" data-id=\"58ab821\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h3 style=\"font-family: Roboto, sans-serif; font-style: normal;\"><b>Submissions<\/b><\/h3>\nSubmissions may include work in progress as well as finished work. Submissions must have a clear focus on specific issues pertaining to Financial NLP or other related disciplines.\n\nThey may be of two types:\n<ul>\n \t<li><span style=\"color: #4a8200;\">Long papers<\/span> \u2013 up to 8 pages maximum, presenting substantial, original, completed, and unpublished work.<\/li>\n \t<li><span style=\"color: #4a8200;\">Short papers<\/span> \u2013 up to (4 pages, describing a small focused contribution, negative results, system demonstrations, etc.<\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-26353be elementor-widget elementor-widget-text-editor\" data-id=\"26353be\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h3 style=\"font-family: Roboto, sans-serif; font-style: normal;\"><b>Workshop Format<\/b><\/h3>\nThe workshop will run as a <strong>100% in-person<\/strong> workshop at the <a href=\"#1974ba\">COLING 2025<\/a> venue in Abu Dhabi, UAE.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d68a606 elementor-widget elementor-widget-text-editor\" data-id=\"d68a606\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div><h2 style=\"font-family: Roboto, sans-serif; font-style: normal; color: #1974ba;\"><span style=\"font-weight: bold;\">FNP2025 Organisers<\/span><\/h2><ul style=\"color: #000000;\"><li class=\"li1\"><strong>Antonio Moreno-Sandoval<\/strong>, <em>UAM, Spain<\/em> &#8211; <span style=\"color: #4a8200;\">General Chair <\/span><\/li><li><strong>Mo El-Haj<\/strong>, <em>Lancaster University, UK<\/em>, <span style=\"color: #4a8200;\">FNP Advisor<\/span><\/li><li><strong>Paul Rayson<\/strong>, <em>Lancaster University, UK<\/em>, <span style=\"color: #4a8200;\">FNP Advisor<\/span><\/li><li><strong>Jordi Porta<\/strong>, <em>UAM-RAE, Spain<\/em> &#8211; <span style=\"color: #4a8200;\">FinCausal Coordinator<\/span><\/li><li><strong>Blanca Carbajo Coronado<\/strong>, <em>UAM, Spain<\/em> &#8211; <span style=\"color: #4a8200;\">FinCausal Coordinator <\/span><\/li><li><strong>Paloma Mart\u00ednez<\/strong>, <em>UC3M, Spain<\/em> &#8211; <span style=\"color: #4a8200;\">Publication Chair<\/span><\/li><\/ul><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Menu FinCausal 25 \u2013 HOME FinCausal 2025 Previous Workshops FINCAUSAL RANKING! Check your results here Financial Narrative Processing 2025 FNP2025 will be part of the Joint Workshop of the 9th Financial Technology and Natural Language Processing (FinNLP), the 6th Financial Narrative Processing (FNP), and the 1st Workshop on Large Language Models for Finance and Legal &#8230; <a title=\"FinCausal 25 &#8211; HOME\" class=\"read-more\" href=\"https:\/\/www.lllf.uam.es\/wordpress\/fincausal-25\/\" aria-label=\"Read more about FinCausal 25 &#8211; HOME\">Read more<\/a><\/p>\n","protected":false},"author":3,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_canvas","meta":{"footnotes":""},"class_list":["post-11","page","type-page","status-publish"],"_links":{"self":[{"href":"https:\/\/www.lllf.uam.es\/wordpress\/wp-json\/wp\/v2\/pages\/11","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.lllf.uam.es\/wordpress\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.lllf.uam.es\/wordpress\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.lllf.uam.es\/wordpress\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.lllf.uam.es\/wordpress\/wp-json\/wp\/v2\/comments?post=11"}],"version-history":[{"count":142,"href":"https:\/\/www.lllf.uam.es\/wordpress\/wp-json\/wp\/v2\/pages\/11\/revisions"}],"predecessor-version":[{"id":993,"href":"https:\/\/www.lllf.uam.es\/wordpress\/wp-json\/wp\/v2\/pages\/11\/revisions\/993"}],"wp:attachment":[{"href":"https:\/\/www.lllf.uam.es\/wordpress\/wp-json\/wp\/v2\/media?parent=11"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}