[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"detail-sidebar-cat-0-en-105":3,"doc-seo-608428-105":59,"doc-detail-608428-en":130},{"code":4,"msg":5,"data":6},0,"success",[7,13,18,23,28,33,38,43,48,51,55],{"id":8,"doc_module":4,"doc_module_name":9,"category_name":10,"show_sort_weight":11,"slug":12},1,"Document","Story & Novel",90,"story-novel",{"id":14,"doc_module":4,"doc_module_name":9,"category_name":15,"show_sort_weight":16,"slug":17},2,"Literature",80,"literature",{"id":19,"doc_module":4,"doc_module_name":9,"category_name":20,"show_sort_weight":21,"slug":22},4,"Exam",70,"exam",{"id":24,"doc_module":4,"doc_module_name":9,"category_name":25,"show_sort_weight":26,"slug":27},5,"Comic",60,"comic",{"id":29,"doc_module":4,"doc_module_name":9,"category_name":30,"show_sort_weight":31,"slug":32},6,"Technology",50,"technology",{"id":34,"doc_module":4,"doc_module_name":9,"category_name":35,"show_sort_weight":36,"slug":37},7,"Healthcare",40,"healthcare",{"id":39,"doc_module":4,"doc_module_name":9,"category_name":40,"show_sort_weight":41,"slug":42},8,"Research & Report",30,"research-report",{"id":44,"doc_module":4,"doc_module_name":9,"category_name":45,"show_sort_weight":46,"slug":47},9,"Religion & Spirituality",20,"religion-spirituality",{"id":46,"doc_module":4,"doc_module_name":9,"category_name":49,"show_sort_weight":46,"slug":50},"World Cup","world-cup",{"id":52,"doc_module":4,"doc_module_name":9,"category_name":53,"show_sort_weight":52,"slug":54},10,"Lifestyle","lifestyle",{"id":56,"doc_module":4,"doc_module_name":9,"category_name":57,"show_sort_weight":24,"slug":58},19,"General","general",{"code":4,"msg":60,"data":61},"ok",{"site_id":62,"language":63,"slug":64,"title":65,"keywords":66,"description":67,"schema_data":68,"social_meta":123,"head_meta":125,"extra_data":127,"updated_unix":129},105,"en","uncertainlp-2024-workshop-on-uncertainty-aware-nlp-proceedings-march-22-2024","UncertaiNLP 2024 - Workshop on Uncertainty-Aware NLP (Proceedings) - March 22, 2024","","Human language is inherently ambiguous, and natural language processing still often treats ambiguity and underspecification as problems to resolve. UncertaiNLP 2024 provides a research platform for uncertainty-aware NLP, representing and evaluating uncertainty arising from language variability and modeling tools. This volume contains the proceedings of the first UncertaiNLP workshop, co-located with EACL in Malta, covering topics such as uncertainty modeling, probabilistic inference, decision making, parameter estimation, and evaluation, with 28 submissions accepted across long and short papers.",{"@graph":69,"@context":122},[70,84,105],{"@type":71,"itemListElement":72},"BreadcrumbList",[73,77,79,82],{"item":74,"name":75,"@type":76,"position":8},"https://docshare.wps.com","Home","ListItem",{"item":78,"name":9,"@type":76,"position":14},"https://docshare.wps.com/document/",{"item":80,"name":40,"@type":76,"position":81},"https://docshare.wps.com/document/research-report/",3,{"item":83,"name":65,"@type":76,"position":19},"https://docshare.wps.com/document/uncertainlp-2024-workshop-on-uncertainty-aware-nlp-proceedings-march-22-2024/608428/",{"url":83,"name":65,"@type":85,"image":86,"author":91,"headline":65,"publisher":94,"fileFormat":97,"inLanguage":63,"description":67,"dateModified":98,"datePublished":99,"encodingFormat":97,"isAccessibleForFree":100,"interactionStatistic":101},"DigitalDocument",{"url":87,"@type":88,"width":89,"height":90},"https://docshare.wps.com/thumbnails/uncertainlp-2024-workshop-on-uncertainty-aware-nlp-proceedings-march-22-2024/608428.png","ImageObject",300,407,{"name":92,"@type":93},"Fishy","Person",{"url":74,"name":95,"@type":96},"DocShare","Organization","application/pdf","2026-10-29","2026-10-17",true,{"@type":102,"interactionType":103,"userInteractionCount":19},"InteractionCounter",{"@type":104},"ViewAction",{"@type":106,"mainEntity":107},"FAQPage",[108,114,118],{"name":109,"@type":110,"acceptedAnswer":111},"What problem does UncertaiNLP 2024 focus on?","Question",{"text":112,"@type":113},"It focuses on uncertainty-aware natural language processing, aiming to represent and evaluate uncertainty that arises from ambiguous human language and from modeling tools themselves.","Answer",{"name":115,"@type":110,"acceptedAnswer":116},"What topics were solicited for paper submissions?",{"text":117,"@type":113},"Submissions were invited on representing, documenting, or modeling uncertainty, parameter estimation, probabilistic inference, decision making, and evaluation.",{"name":119,"@type":110,"acceptedAnswer":120},"When and where was the workshop held?",{"text":121,"@type":113},"The proceedings describe the workshop held on March 22, 2024, co-located with EACL 18 in St Julian’s, Malta.","https://schema.org",{"og:url":83,"og:type":124,"og:title":65,"og:site_name":95,"og:description":67},"article",{"robots":126,"canonical":83},"index,follow",{"doc_id":128,"site_id":62},608428,1792722519,{"code":4,"msg":5,"data":131},{"doc_id":128,"user_id":132,"nickname":92,"user_avatar":133,"doc_module":4,"category_id":39,"category_name":40,"doc_title":65,"doc_description":67,"doc_content":134,"file_id":135,"file_url":136,"file_type":137,"file_size":138,"view_count":19,"is_deleted":4,"is_public":8,"is_downloadable":8,"audit_status":8,"page_count":139,"language":140,"language_code":63,"site_id":62,"html_lang":63,"table_of_contents":141,"faqs":142,"seo_title":143,"seo_description":67,"update_tm":144,"read_time":145},14431098389841,"https://eur-avatar.wpscdn.com/davatar_6f874abed73319feea01a86fa6f0fab8","UncertaiNLP 2024  \nWorkshop on Uncertainty-Aware NLP (UncertaiNLP 2024)  \nProceedings of the Workshop  \nMarch 22, 2024  \n©2024 Association for Computational Linguistics  \nOrder copies of this and other ACL proceedings from:  \nAssociation for Computational Linguistics (ACL) 209 N. Eighth Street  \nStroudsburg, PA 18360  \nUSA  \nTel: +1-570-476-8006  \nFax: +1-570-476-0860  \n[acl@aclweb.org](acl@aclweb.org)  \nISBN 979-8-89176-075-2  \ni  \nIntroduction  \nHuman languages are inherently ambiguous and understanding language input is subject to interpretation and complex contextual dependencies. Nevertheless, the main body of research in NLP is still based on the assumption that ambiguities and other types of underspecification can and have to be resolved. The UncertaiNLP workshop (workshop on uncertainty-aware NLP) aims to provide a platform for research that embraces variability in human language and aims to represent and evaluate the uncertainty that arises from it, and from modeling tools themselves.  \nThis volume contains the proceedings of the first edition of the UncertaiNLP workshop hosted on March 22nd 2024, co-located with the 18th Conference of the European Chapter of the European Chapter of the Association for Computational Linguistics in the Radisson Blu and Corinthia St George’s Bay hotel in St Julian’s, Malta. We invited paper submissions on a wide variety of topics, including representing, documenting or modeling uncertainty, parameter estimation, probabilistic inference, decision making and evaluation. We received a total of 28 submissions, of which we accepted 8 long and 7 short papers, amounting to an acceptance rate of 65.22  \nWe are also grateful to our invited keynote speakers: Kristin Lennox (Exponent) discussed TODO, Mohit Bansal (UNC Chapel Hill) contributed a talk on confidence-based rephrasing, while Clara Meister (ETHZ¨urich) presented TODO and Chrysoula Zerva (Instituto Superior Tecnico) provided insights on TODO. Lastly, we want to express our gratitude to Raul Vasquez for helping to compile these proceedings. We would also like to thank the Research Council of Finland for their support of the workshop through the project Uncertainty-Aware Neural Language Models and the EU’s Horizon Europe research and innovation program for support through the Unified Transcription and Translation (UTTER) project. The UncertaiNLP organizers,  \nWilker Aziz, Joris Baan, Hande Celikkanat, Marie-Catherine de Marneffe, Barbara Plank, Swabha Swayamdipta, Jrg Tiedemann, Dennis Ulmer, Raúl Vázquez  \nProgram Committee  \nProgram Chairs  \nWilker Aziz, University of Amsterdam  \nJoris Baan, University of Amsterdam  \nHande Celikkanat, University of Helsinki  \nMarie-Catherine de Marneffe, UCLouvain  \nBarbara Plank, Ludwig-Maximilians-Universitt M¨unchen and IT University of Copenhagen Swabha Swayamdipta, University of Southern California  \nJrg Tiedemann, University of Helsinki  \nDennis Ulmer, IT University of Copenhagen and Pioneer Centre for Artificial Intelligence Raúl Vázquez, University of Helsinki  \nPublication Chair  \nRaúl Vázquez, University of Helsinki  \nReviewers  \nLuigi Acerbi, University of Helsinki  \nMathias Creutz, University of Helsinki  \nNico Daheim, Technische Universitt Darmstadt  \nStella Frank, University of Copenhagen  \nMarkus Heinonen, Aalto University  \nEvgenia Ilia, University of Amsterdam  \nRobin Jia, University of Southern California  \nGabriella Lapesa, University of Stuttgart  \nPutra Manggala, University of Amsterdam  \nTimothee Mickus, University of Helsinki  \nEric Nalisnick, University of Amsterdam  \nNatalie Schluter, Technical University of Denmark, Apple and IT University of Copenhagen Philip Schulz, Amazon  \nSebastian Schuster, Universitt des Saarlandes  \nRico Sennrich, University of Zurich and University of Edinburgh  \nEdwin Simpson, University of Bristol  \nArno Solin, Aalto University  \nDharmesh Tailor, University of Amsterdam  \nAarne Talman, University of Helsinki  \nIvan Titov, University of Edinburgh and U","cbCailYslcTsadZ7","https://ap.wps.com/l/cbCailYslcTsadZ7","pdf",17352038,144,"English","# Introduction\n## Workshop overview and motivation\n## Paper submissions and acceptance\n## Keynote talks and acknowledgements\n# Program Committee\n## Program Chairs\n## Publication Chair\n## Reviewers\n# Keynote Talk","[{\"question\":\"What problem does UncertaiNLP 2024 focus on?\",\"answer\":\"It focuses on uncertainty-aware natural language processing, aiming to represent and evaluate uncertainty that arises from ambiguous human language and from modeling tools themselves.\"},{\"question\":\"What topics were solicited for paper submissions?\",\"answer\":\"Submissions were invited on representing, documenting, or modeling uncertainty, parameter estimation, probabilistic inference, decision making, and evaluation.\"},{\"question\":\"When and where was the workshop held?\",\"answer\":\"The proceedings describe the workshop held on March 22, 2024, co-located with EACL 18 in St Julian’s, Malta.\"}]","UncertaiNLP 2024 - Workshop on Uncertainty-Aware NLP (Proceedings) - March 22, 2024 | PDF",1792253609,363]