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Foundation models (e.g., ChatGPT and Llama) have attracted great attention from both academia and industry. 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content='https://conf.researchr.org/getImage/forge-2025/carousel/Panoramic+of+Ottawa.jpg?1728546193000'> </head> <body id="track"><div class="frame"><div class="logobar"><div class="container"><a href="https://conf.researchr.org/home/forge-2025" class="navbar-brand navigate"><span class="brand-text">FORGE 2025</span></a><div class="place">Sat 27 - Sun 28 April 2024 <a href="https://conf.researchr.org/venue/forge-2025/icse-2025-venue" class="navigate">Ottawa, Ontario, Canada</a></div><div class="place2">co-located with <a href="https://conf.researchr.org/home/icse-2025" class="navigate">ICSE 2025</a></div></div></div><div class="navbar navbar-default"><div class="container"><div class="navbar-header"><button type="button" data-toggle="collapse" data-target="#navigationbar" class="navbar-toggle"><span class="sr-only">Toggle navigation</span><span class="icon-bar"></span><span class="icon-bar"></span><span class="icon-bar"></span></button></div><div id="navigationbar" class="navigationbar 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class="block"><a href="https://conf.researchr.org/attending/forge-2025/gettingAroundOttawa" class="indent navigate">Getting Around Ottawa</a></li><li class="block"><a href="https://conf.researchr.org/attending/forge-2025/food" class="indent navigate">Food at ICSE2025</a></li><li class="block"><a href="https://conf.researchr.org/attending/forge-2025/Code+of+Conduct" class="indent navigate">Code of Conduct</a></li><li class="block"><a href="https://conf.researchr.org/attending/forge-2025/Diversity+and+Inclusion+Plan" class="indent navigate">Equity, Diversity, and Inclusion Plan</a></li><li class="block"><a href="https://conf.researchr.org/attending/forge-2025/fun+activities" class="indent navigate">Fun Activities</a></li></ul></li><li id="tracks-in-navbar" class="dropdown"><a href="#" data-toggle="dropdown" class="dropdown-toggle">Tracks <span class="caret"></span></a><ul class="block dropdown-menu multi-column columns-1"><div class="row"><div class="col-sm-12"><ul class="block multi-column-dropdown"><li class="block dropdown-header">FORGE 2025</li><li class="block"><a href="https://conf.researchr.org/track/forge-2025/forge-2025-papers" class="navigate">Research Papers</a></li><li class="block"><a href="https://conf.researchr.org/track/forge-2025/forge-2025-industry-papers" class="navigate">Industry Papers</a></li><li class="block"><a href="https://conf.researchr.org/track/forge-2025/forge-2025-benchmarking" class="navigate">Data and Benchmarking</a></li><li class="block"><a href="https://conf.researchr.org/track/forge-2025/forge-2025-tutorials" class="navigate">Tutorials</a></li></ul></div></div></ul></li><li class="dropdown"><a href="#" data-toggle="dropdown" class="dropdown-toggle">Organization <span class="caret"></span></a><ul class="block dropdown-menu multi-column columns-1"><div class="row"><div class="col-sm-12"><ul class="block multi-column-dropdown"><li class="block dropdown-header">FORGE 2025 Committees</li><li class="block"><a href="https://conf.researchr.org/committee/forge-2025/forge-2025-organization-committee" class="navigate">Organization Committee</a></li><li class="block dropdown-header">Track Committees </li><li class="block"><a href="https://conf.researchr.org/committee/forge-2025/forge-2025-papers-program-committee" class="navigate"><strong>Research Papers</strong></a></li><li class="block"><a href="https://conf.researchr.org/committee/forge-2025/forge-2025-industry-papers-organization-committee" class="navigate"><strong>Industry Papers</strong></a></li><li class="block"><a href="https://conf.researchr.org/committee/forge-2025/forge-2025-benchmarking-organization-committee" class="navigate"><strong>Data and Benchmarking</strong></a></li><li class="block"><a href="https://conf.researchr.org/committee/forge-2025/forge-2025-tutorials-organization-committee" class="navigate"><strong>Tutorials</strong></a></li><li class="block dropdown-header">Contributors</li><li class="block"><a href="https://conf.researchr.org/people-index/forge-2025" class="navigate"><span class="glyphicon glyphicon-search"></span><sup><span class="glyphicon glyphicon-user"></span></sup> People Index</a></li></ul></div></div></ul></li><li class="block"><a href="https://conf.researchr.org/search/forge-2025//all" class="navigate"><span class="glyphicon glyphicon-search"></span><span class="hidden-sm"> Search</span></a></li><li class="dropdown"><a href="#" data-toggle="dropdown" class="dropdown-toggle"><span class="hidden-sm">Series <span class="caret"></span></span><span title="Series" class="visible-sm"><span class="glyphicon glyphicon-repeat"></span> <span class="caret"></span></span></a><ul class="block dropdown-menu"><li class="block"><a href="https://conf.researchr.org/series/forge" class="navigate"><span class="glyphicon glyphicon-home"></span> Series</a></li><li class="block divider"></li><li class="block"><span class="text-muted" style="margin-left: 2px;"><span class="glyphicon glyphicon-hand-right"></span> FORGE 2025</span></li><li class="block"><a href="https://conf.researchr.org/home/forge-2024" class="navigate">FORGE 2024</a></li></ul></li></ul><div class="navbar-right"><ul class="block nav navbar-nav"><li class="block"><a href="https://conf.researchr.org/signin/forge-2025/https%3A%5Es%5Esconf.researchr.org%5Estrack%5Esforge-2025%5Esforge-2025-industry-papers" rel="nofollow" class="navigate">Sign in</a></li><li class="block"><a href="https://conf.researchr.org/signup/forge-2025" class="navigate">Sign up</a></li></ul></div></div></div></div><div id="content" class="container"><div class="page-header"><span class="text-muted small"><span class="glyphicon glyphicon-home"></span> <a href="https://conf.researchr.org/home/icse-2025" class="navigate">ICSE 2025</a> (<a href="https://conf.researchr.org/series/icse" class="navigate">series</a>) / </span><span class="text-muted small"><span class="glyphicon glyphicon-home"></span> <a href="https://conf.researchr.org/home/forge-2025" class="navigate">FORGE 2025</a> (<a href="https://conf.researchr.org/series/forge" class="navigate">series</a>) / </span><h1>Industry Papers<span class="pull-right small h1">FORGE 2025</span></h1></div><div class="row"><div class="col-sm-8"><ul id="tab" class="nav nav-pills"><li><a href="#Call-for-Papers" data-toggle="tab">Call for Papers</a></li></ul><script type="text/javascript">(function(){ var post_process_function = function(n){ var node=(n&&n.nodeType === 1)?n:document; autoTabFunction(node); }; var original_post_process_func = ajax_post_process; ajax_post_process = function(){ original_post_process_func.apply(this,arguments); post_process_function.apply(this,arguments); }; $(document).ready( post_process_function ); })(); </script><div class="tab-content"><div id="Call-for-Papers" class="tab-pane "><h2>Call for Papers</h2><p><p>We are excited to invite submissions for the Industry Track of FORGE 2025. The Industry Track aims to bridge the gap between academic research and real-world industry practices in the deployment of Large Language Models (LLMs) and foundational models in Software Engineering (SE). This track will serve as a platform for fostering collaboration between industry stakeholders and academic experts, highlighting the latest innovations, practical insights, and emerging challenges in the fields:</p> <ul> <li><strong>Real-world deployment of LLMs in SE tasks:</strong> Explore how LLMs are being used to solve pressing SE problems, providing key insights into the challenges and opportunities that arise during real-world adoption.</li> <li><strong>Tools, best practices, and design principles for LLMs in SE:</strong> Identify and share practical tools, frameworks, and best practices that can help streamline LLM deployment in industrial settings.</li> <li><strong>Demo papers with verifiable business or real-world impact:</strong> We welcome submissions that showcase demonstrated and measurable business or practical impact from LLM deployments. Submissions can range from early prototypes to production-ready systems.</li> <li><strong>Open-source and open-access solutions:</strong> We also encourage papers describing publicly available open-source or open-access systems, libraries, and resources that contribute to the broader SE and LLM communities.</li> </ul> <p>FORGE 2025 will be held on Sun 27 - Mon 28 April 2025, in Ottawa, Ontario, Canada.</p> <h2><a href="#topics-of-interest" id="topics-of-interest" class="anchor-link">Topics of Interest</a></h2> <p>We encourage submissions in the following areas:</p> <ul> <li>Practical and efficient training, inference, and serving of foundational models (FMs) for SE tasks with a focus on speed, scale, and cost-efficiency</li> <li>Privacy, security, ethics, and bias considerations in the application of FMs for SE tasks</li> <li>Debugging, monitoring, and continuous maintenance of FM-driven SE applications</li> <li>Industrial-scale data preparation, feature selection, and feature extraction for FM deployment in SE tasks</li> <li>Case studies and lessons learned from real-world, end-to-end production of FM pipelines in SE environments</li> <li>Emerging applications of FM agents in SE applications</li> <li>Open-source and open-access systems, libraries, and tools for foundational model applications in SE</li> <li>Opinion or vision papers offering insights into the future of foundational models in SE applications</li> </ul> <h2><a href="#how-to-submit" id="how-to-submit" class="anchor-link">How to Submit</a></h2> <p>We welcome submissions that explore the application of foundation models in software engineering within an industrial context.</p> <p>Submitted papers should not exceed <strong>4 pages</strong> for the main text, inclusive of all figures, tables, and appendices. Two more pages containing only references are permitted.</p> <p>All submissions must be in PDF. The page limit is strict, and it will not be possible to purchase additional pages at any point in the process (including after acceptance).</p> <p>Submissions must conform to the <a href="https://www.ieee.org/conferences/publishing/templates.html">IEEE conference proceedings template, specified in the IEEE Conference Proceedings Formatting Guidelines</a> (title in 24pt font and full text in 10pt type, LaTeX users must use \documentclass[10pt,conference]{IEEEtran} without including the compsoc or compsocconf options).</p> <p>Note, we use <strong>double-anonymous reviewing</strong>. Be sure to remove the list of authors from the submitted paper. If citing your own prior work, please do so in the third person to obscure the relationship you have with it. For advice, guidance, and explanation about the double-anonymous review process, see <a href="https://conf.researchr.org/info/icse-2025/submitting-to-icse2025%3A-q%26a">ICSE Research Track鈥檚 Q&A page</a>.</p> <p>All papers must be written in English. The authors are strongly encouraged to use the HotCRP format checker on their submissions. Note that the format checker is not perfect. In particular, it can complain about small fonts in figures, footnotes, or references. As long as the main text follows the requested format, and the figures are readable, the paper will not be rejected for format violations. If you have any concerns, please contact the program chairs.</p> <p>All papers should be made accessible to people with disabilities. Some guidelines from the SIGACCESS community are available here: <a href="https://assets21.sigaccess.org/creating_accessible_pdfs.html">https://assets21.sigaccess.org/creating_accessible_pdfs.html</a>.</p> <p>Please submit your paper on HotCRP: <a href="https://forge2025-industry-track.hotcrp.com/">https://forge2025-industry-track.hotcrp.com/</a></p> <h2><a href="#evaluation-criteria" id="evaluation-criteria" class="anchor-link">Evaluation Criteria</a></h2> <p>Each paper submitted to the Industry Track of FORGE 2025 will be evaluated based on the following criteria:</p> <ol> <li><strong>Relevance to Industry:</strong> The direct applicability of the work to the defined Industry Track topics and its connection to practical challenges and solutions in the industrial application of foundation models for software engineering.</li> <li><strong>Practical Impact and Value:</strong> The extent to which the work addresses real-world problems, offers practical solutions, or provides valuable insights for industry practitioners, with clear potential for impact.</li> <li><strong>Technical Soundness:</strong> The technical rigor and competence of the work, demonstrating a clear understanding of the underlying technologies and methodologies.</li> <li><strong>Novelty</strong>: The degree of innovation or originality in the work, including novel applications of established research or entirely new contributions. While not a primary criterion, it鈥檚 still considered valuable.</li> <li><strong>Presentation</strong>: The clarity and effectiveness of the paper鈥檚 exposition, ensuring the problem, approach, results, and implications are well-articulated and easily understood.</li> </ol> <p>Reviewers will carefully consider all of the above criteria during the review process, and authors should take great care in clearly addressing them all. The paper should clearly explain and justify the claimed contributions. Each paper will be handled by an area chair who will ensure reviewing consistency among papers submitted within that area.</p> </p></div></div></div><div class="col-sm-4 sidebar"><div class="panel panel-primary"><div class="panel-heading clearfix"><div class="panel-title">Important Dates<span class="pull-right"><small><span class="glyphicon glyphicon-globe"></span><span class="glyphicon glyphicon-time"></span> AoE (UTC-12h)</small></span></div></div><table class="table table-hover important-dates-in-sidebar"><tr href="https://conf.researchr.org/track/forge-2025/forge-2025-industry-papers" class="clickable-row text-success"><td>Fri 13 Dec 2024<br/>Submission Deadline</td></tr><tr href="https://conf.researchr.org/track/forge-2025/forge-2025-industry-papers" class="clickable-row text-success"><td>Tue 14 Jan 2025<br/>Notification</td></tr></table></div><div class="panel panel-primary"><div class="panel-heading clearfix"><div class="panel-title">Submission Link</div></div><div class="panel-body"><small><span class="text-muted"><span class="glyphicon glyphicon-new-window"></span></span> <a href="https://forge2025-industry-track.hotcrp.com/" title="Submission link for Call for Papers" target="_blank" class="navigate">https://forge2025-industry-track.hotcrp.com/</a></small></div></div><div class="panel panel-primary"><div class="panel-heading clearfix"><div class="panel-title"><a href="https://conf.researchr.org/committee/forge-2025/forge-2025-industry-papers-organization-committee" class="navigate">Program Committee</a></div></div><ul class="list-group"><li class="list-group-item"><a href="https://conf.researchr.org/profile/forge-2025/micheletufano" class="navigate"><div class="media"><span class="pull-left"><img alt="Michele Tufano" src="https://conf.researchr.org/getProfileImage/micheletufano/6bbb5bf6-47d5-4553-94b5-f8129e5e3074/micro-avatar.jpg?1728596033000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Michele Tufano<span class="pull-right"><small>Industry Track Co-Chair</small></span></h5><h5 class="media-heading"><span class="text-black">Google</span></h5><h5 class="media-heading"><small>United States</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/forge-2025/henryle" class="navigate"><div class="media"><span class="pull-left"><img alt="Henry Le" src="https://conf.researchr.org/getProfileImage/henryle/0db88fac-8baa-4a03-98b5-4d888dce23c8/micro-avatar.jpg?1724726097000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Henry Le<span class="pull-right"><small>Industry Track Co-Chair</small></span></h5><h5 class="media-heading"><span class="text-black">Salesforce</span></h5><h5 class="media-heading"><small>Singapore</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/forge-2025/antoniomastropaolo2" class="navigate"><div class="media"><span class="pull-left"><img alt="Antonio Mastropaolo" src="https://conf.researchr.org/getProfileImage/antoniomastropaolo2/409222e8-6d62-40d0-94a1-4c2f1bea8962/micro-avatar.jpg?1724979868000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Antonio Mastropaolo<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">William and Mary, USA</span></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/forge-2025/jurgencito" class="navigate"><div class="media"><span class="pull-left"><img alt="Jürgen Cito" src="https://conf.researchr.org/getProfileImage/jurgencito/8f3b8480-88a3-4e18-a139-789c23a8ccb8/micro-avatar.jpg?1711453903000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">J眉rgen Cito<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">TU Wien</span></h5><h5 class="media-heading"><small>Austria</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/forge-2025/xuanbachdle" class="navigate"><div class="media"><span class="pull-left"><img alt="Xuan Bach D. Le" src="https://conf.researchr.org/getProfileImage/xuanbachdle/e64bdf2c-3bb3-412f-ae92-6ee58da9e09a/micro-avatar.jpg?1711539739000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Xuan Bach D. Le<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">The University of Melbourne</span></h5><h5 class="media-heading"><small>Australia</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/forge-2025/wasiuddinahmad1" class="navigate"><div class="media"><span class="pull-left"><img alt="Wasi Uddin Ahmad" src="https://conf.researchr.org/getProfileImage/wasiuddinahmad1/40507b12-7f2c-42de-a890-8453476090d5/micro-avatar.jpg?1731486144000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Wasi Uddin Ahmad<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">NVIDIA</span></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/forge-2025/alexeysvyatkovskiy2" class="navigate"><div class="media"><span class="pull-left"><img alt="micro-avatar" src="https://conf.researchr.org/getDefaultImage/micro-avatar?1403689231000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Alexey Svyatkovskiy<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">Google DeepMind</span></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/forge-2025/zuxinliu" class="navigate"><div class="media"><span class="pull-left"><img alt="Zuxin Liu" src="https://conf.researchr.org/getProfileImage/zuxinliu/348e7712-5ed1-4a6f-8b46-47f68a85f184/micro-avatar.jpg?1731485583000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Zuxin Liu<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">Salesforce Research</span></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/forge-2025/anhnguyen1" class="navigate"><div class="media"><span class="pull-left"><img alt="micro-avatar" src="https://conf.researchr.org/getDefaultImage/micro-avatar?1403689231000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Anh Nguyen<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">Microsoft</span></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/forge-2025/terryyuezhuo" class="navigate"><div class="media"><span class="pull-left"><img alt="Terry Yue Zhuo" src="https://conf.researchr.org/getProfileImage/terryyuezhuo/3b8a8593-311e-46be-8c81-f3e3938ff6b2/micro-avatar.jpg?1730498427000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Terry Yue Zhuo<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">Monash University and CSIRO's Data61</span></h5><h5 class="media-heading"><small>Australia</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/forge-2025/nghibui" class="navigate"><div class="media"><span class="pull-left"><img alt="Nghi D. Q. Bui" src="https://conf.researchr.org/getProfileImage/nghibui/9a051099-b0cb-450c-8003-bffafb4564cc/micro-avatar.jpg?1717306643000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Nghi D. Q. Bui<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">Salesforce Research</span></h5><h5 class="media-heading"><small>Singapore</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/forge-2025/yuewang" class="navigate"><div class="media"><span class="pull-left"><img alt="Yue Wang" src="https://conf.researchr.org/getProfileImage/yuewang/ae86e078-6916-41dc-8bea-b1eb862375e3/micro-avatar.jpg?1731538017000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Yue Wang<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">Salesforce Research Asia</span></h5><h5 class="media-heading"><small>Singapore</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/forge-2025/hongjinkang1" class="navigate"><div class="media"><span class="pull-left"><img alt="Hong Jin Kang" src="https://conf.researchr.org/getProfileImage/hongjinkang1/08d21087-3187-42bf-800f-5ca42f6ea55e/micro-avatar.jpg?1712170578000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Hong Jin Kang<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">University of Sydney</span></h5><h5 class="media-heading"><small>Australia</small></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/forge-2025/benjaminsteenhoek1" class="navigate"><div class="media"><span class="pull-left"><img alt="micro-avatar" src="https://conf.researchr.org/getDefaultImage/micro-avatar?1403689231000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Benjamin Steenhoek<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">Microsoft</span></h5></div></div></a></li><li class="list-group-item"><a href="https://conf.researchr.org/profile/forge-2025/patrickrondon" class="navigate"><div class="media"><span class="pull-left"><img alt="micro-avatar" src="https://conf.researchr.org/getDefaultImage/micro-avatar?1403689231000" class="outputimage media-object thumbnail no-bottom-margin"/></span><div class="media-body"><h5 class="media-heading">Patrick Rondon<span class="pull-right"><small></small></span></h5><h5 class="media-heading"><span class="text-black">Google</span></h5></div></div></a></li></ul></div></div></div><div id="messages-placeholder" class="alert alert-warning" style="display:none;"><a data-dismiss="alert" class="close">x</a><em>Wed 27 Nov 19:23</em></div></div><div id="notifications-ph" class="webdsl-placeholder"></div><div id="event-modal-loader" class="webdsl-placeholder"><form name="form_131600131703c411e65b13378d08eb1f6672b5a0259" id="form_131600131703c411e65b13378d08eb1f6672b5a0259" action="https://conf.researchr.org/eventDetailsModalByAjaxConferenceEdition" accept-charset="UTF-8" method="POST" class="hidden"><input type="hidden" name="form_131600131703c411e65b13378d08eb1f6672b5a0259" value="1" /><input type="hidden" name="context" value="forge-2025" /><input name="ae03f7f6f951d515a297b161e922205d" type="text" value="" class="inputString form-control event-id-input"/><button style="position: absolute; 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