May 2024 - Corpora - ELRA lists

Call for Participation: Challenge on Medical Video Question Answering at TREC 2024
by Deepak Gupta 04 May '24

04 May '24

Dear colleagues and friends, This year, we are organizing the MedVidQA <https://medvidqa.github.io/>challenge with TREC 2024 <https://trec.nist.gov/pubs/call2024.html>. This challenge aims at developing models for (1) retrieving the relevant videos and locating the visual answer in those videos for the medical or health-related question and (2) generating step-by-step textual summaries of the visual instructional segment that can be considered the answer to the medical query. This track comprises two main tasks: Video Corpus Visual Answer Localization (VCVAL) and Query-Focused Instructional Step Captioning (QFISC). For more details, please visit the challenge website ( https://medvidqa.github.io/) and the TREC 2024 website ( https://trec.nist.gov/pubs/call2024.html). Participants are required to complete their registration by submitting the TREC 2024 Registration Form <https://ir.nist.gov/evalbase/accounts/login/?next=/evalbase/>. *Important Dates* - *Release of the training and validation datasets:* April 30, 2024 - *Release of the video corpus:* May 12, 2024 - *Release of the test sets:* June 7 (Task A), September 2, 2024 (Task B) - *Run submission deadline:* August 12 (Task A), September 16, 2024 (Task B) - *Release of the official results:* September 8 (Task A), October 11, 2024 (Task B), We look forward to your participation in MedVidQA at TREC 2024. Join our Google Group <https://groups.google.com/g/trec-medvidqa2024> for important updates! If you have any questions, ask us on our Google Group <https://groups.google.com/g/trec-medvidqa2024> or email <deepak.gupta(a)nih.gov> us. Thank you, MedVidQA 2024 Organizers

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Two 2-years Postdoc positions in NLP at Bocconi University (Italy)
by Debora Nozza 03 May '24

03 May '24

We are seeking highly motivated and talented individuals to join our research team as Postdoctoral Researchers in the field of Natural Language Processing. The position offers an exciting opportunity to investigate the computational and algorithmic aspects underlying modern Artificial Intelligence systems, with a specific focus on the personalized and subjective approaches to Natural Language Processing. Successful candidates will work closely with Prof. Debora Nozza, Prof. Dirk Hovy, and the MilaNLP lab. Your profile: - a Ph.D. in Computer Science, Computational Linguistics/NLP, Machine Learning, Data Science, or related fields. - Excellent programming skills in Python. - Fluency in spoken and written English. Knowledge of Italian is NOT a requirement. - Knowledge of current neural network models and implementation tools for neural networks (e.g., PyTorch). - Experience with publications in top-tier venues in the field of NLP/Computational Linguistics. Position Details: - Starting date: September 1, 2024, or any time thereafter - Duration: 2 years - Deadline: 30th May 2024 - Competitive Salary: Applicants from outside Italy may qualify for a researcher taxation scheme How to apply: Go to the Bocconi postdoc job market page (https://jobmarket.unibocconi.eu/?id=601). Candidates should attach a CV and a cover letter to their application. Online interviews will take place during June 2024. Please contact debora.nozza(at)unibocconi.it if you have any questions.

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Reminder: 2-3 years postdoc in coherence and multimodal models at the University of Gothenburg
by Sharid Loáiciga 03 May '24

03 May '24

We invite applications for a 2-3 years postdoc position at CLASP, University of Gothenburg, Sweden. The overarching goal of the project is to construct a multimodal NLP system that uses text and visual input alongside large language models to assure text coherence over long documents and long sentence contexts. Candidates should have experience with machine learning including deep learning and neural networks, preferably with a background in mainstream natural language processing tasks and methods (e.g., language modeling, parsing, coreference, machine translation, discourse parsing, etc). Interest in the cognitive processes/models behind human language processing and understanding is a key advantage for the position. The application deadline is June 3rd. If you have questions, don't hesitate to email me sharid.loaiciga(a)gu.se More details in the complete official call here: https://web103.reachmee.com/ext/I005/1035/job?site=7&lang=UK&validator=9b89…

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Workshop: Large Language Models and Lexicography 2024 (co-located with EURALEX 2024)
by Simon Krek 03 May '24

03 May '24

-------------------------------- Call for Extended Abstracts: Large Language Models and Lexicography 2024 Hotel Croatia, Cavtat, Croatia | 8 October 2024 You are invited to submit extended abstracts for the workshop Large Language Models and Lexicography, which will be held in conjunction with the Euralex 2024 congress <https://euralex.jezik.hr/> . The workshop is organised jointly by the Centre for Language Resources and Technologies, University of Ljubljana, and Jožef Stefan Institute, Ljubljana, Slovenia. Key Information Workshop link: https://www.cjvt.si/en/research/community/llm-lex-2024/ Date: 8 October 2024 Venue: Hotel Croatia, Cavtat, Croatia Deadline: 3 June 2024 Submission link: <https://easychair.org/conferences/?conf=llmlex2024> https://easychair.org/conferences/?conf=llmlex2024 Notification of acceptance: beginning of July 2024 Best regards, Simon Krek

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JTDH 2024: Second Call for Papers
by Špela Arhar Holdt 03 May '24

03 May '24

You are kindly invited to submit a paper to the Slovenian Language Technologies and Digital Humanities Conference (JTDH 2024), which will take place on September 19 and 20, 2024 in Ljubljana, Slovenia: https://www.sdjt.si/wp/jtdh-2024-en. We welcome extended abstracts and full papers on topics that include but are not limited to: - speech and other mono- and multilingual language technologies; - digital linguistics: translation studies, corpus linguistics, lexicology and lexicography, standardisation; - digital humanities and historical studies, ethnology, musicology, cultural heritage, archaeology, and fine arts; - digital humanities in education and digital publishing. The official languages of the conference are Slovene and English. We are happy to announce the keynotes Simon Dobnik and Barbara McGillivray, a round table Frontiers in Speech Communication Research, and two pre-conference events: - The final stop of CLASSLA Express – a series of workshops on investigating South Slavic corpora using CLARIN.SI concordancers. - A joint business meeting of the CLASSLA Knowledge Centre for South Slavic Languages and the ReLDI Centre Belgrade. Important dates: May 17, 2024: Deadline for abstract/paper submission July 5, 2024: Notification of acceptance August 23, 2024: Final abstract/paper submission August 23, 2024: Registration deadline September 18, 2024: Pre-conference events and workshops September 19 & 20, 2024: JTDH 2024 Conference More information: https://www.sdjt.si/wp/jtdh-2024-en

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[CfP] DDHI@JOHD: Journal of Open Humanities Data Special Collection on Data-Driven History of Ideas - Arianna Betti and Hein van den Berg, guest editors
by arianna betti 02 May '24

02 May '24

[Apologies for cross-posting] DDHI-2024@JOHD Special Collection on DATA-DRIVEN HISTORY OF IDEAS of the JOURNAL OF OPEN HUMANITIES DATA Guest editors: Arianna Betti & Hein van den Berg ===================================== Important Dates Abstracts due: 1st June 2024 Full papers due: 1st December, 2024 Call for Papers 2024 ---------------------------------------------------------- The new field of data-driven history of ideas combines qualitative, quantitative and computational methods for the study of the origins, development and spread of ideas from any time and place. It also comes with two challenging demands that are distinctive in the landscape of computational humanities. The first is the demand for the adequate representation and detection of concepts, rather than words; the second is the need for high-quality, virtually 100% accurate large corpora in many languages across centuries by both known and virtually unknown authors seen as carriers of ideas. These two main demands generate in turn further needs on resources that must be, typically, newly created or substantially adapted for the field: datasets such as expertly curated sets of bibliographic metadata, annotation sets and historical gazetteers, ontologies, and network data; infrastructural facilities for collaborative environments, and workflows that suit and support the field; ground truths for the evaluation of models from language technology, and techniques integrating language models with approaches and tools from data science, visual analytics, and knowledge representation. Results produced in the field can be published in the same way as traditional articles in in-domain journals and books. The resources that make data-driven enterprises in the history of ideas possible, however, still lack an apt venue, despite the fact that work on such resources is key to the field and can be extremely time-consuming. It is with the intention of creating a home for openly shareable corpora, datasets and other resources, as well as to support the work of the next generation of researchers, that we invite submissions to a special collection of the Journal of Open Humanities Data on Data-Driven History of Ideas. Submissions for this special collection are welcome that focus on, facilitate or support the study of philosophical and scientific thought of any epoch and geographical area, geared in particular towards the origin, development and spread of ideas. Submission topics include, but are not limited to -------------------------------------------------- * Textual data: high-quality, virtually 100% accurate corpora from any epoch and language * Ground truths and annotation datasets * Curated collections of bibliographical metadata and full bibliographies * Ontologies * Lexica * Historical gazetteers * Collections of (historical): * Geographic-political data eg political affiliation of cities through the centuries * Timeline data of authors, printers, countries * Complete publishing histories of books * Unique identifiers * Network data * Academic conference data * Computational tools focused on DDHI: * Multilingual and multi-layout OCR postcorrection * Transkribus models * Applied concept-focused work in computational linguistics, data science, visual analytics, and knowledge representation (concept-detection, concept-change) * Networks and graphs * Data visualisations for DDHI Manuscripts will be peer reviewed after editorial consideration, and accepted papers will be published online on a rolling basis. Please note that there are Publication Fees <https://openhumanitiesdata.metajnl.com/about/submissions/> for accepted papers. Follow the submission guidelines <https://openhumanitiesdata.metajnl.com/about/submissions/> to submit your manuscript. The Journal of Open Humanities Data (JOHD) <https://openhumanitiesdata.metajnl.com/> is a growing open-access peer-reviewed academic journal specifically dedicated to publications describing humanities research objects, software, and methods with high potential for reuse. These might include curated resources like (annotated) linguistic corpora, ontologies, and lexicons, as well as databases, maps, atlases, linked data objects, and other data sets created with qualitative, quantitative, or computational methods. JOHD publishes two types of papers: - Short data papers contain a concise description of a humanities research object with high reuse potential from research related to the ancient world. These are short (1000 words) highly structured narratives and must conform to the data paper template <https://s3-eu-west-1.amazonaws.com/ubiquity-partner-network/up/journal/johd…>. A data paper does not replace a traditional research article, but rather complements it. - Full length research papers discuss and illustrate methods, challenges, and limitations in the creation, collection, management, access, processing, or analysis of data in Humanities research related to the ancient world, including standards and formats. These are intended to be longer narratives (3000 - 5000 words), which give authors the ability to contribute to a broader discussion around the study and representation of the ancient world through data. JOHD provides immediate open access to its content on the principle that making research freely available to the public supports a greater global exchange of knowledge. Authors remain the copyright holders and grant third parties the right to use, reproduce, and share the article according to the Creative Commons <http://creativecommons.org/licenses/by/4.0/> licence agreement. Authors are encouraged to publish their data in recommended repositories. Please note that there are Publication Fees <https://openhumanitiesdata.metajnl.com/about/submissions/> for accepted papers, but authors can ask for a waiver if they do not have funding for the fees. Submission deadline: 1 June 2024 (abstracts due) 1 December 2024 (full papers due, upon abstract acceptance) Submissions: ------------------ If you are interested in submitting an article, please submit an abstract of max. 300 words by June 1, 2024 using this form: https://docs.google.com/forms/d/e/1FAIpQLSfpHO3RYHTNJRtmJRZ4QHkorN5buq8KnwK… You will be asked to paste the text of the abstract in the form. Special collection guest editors: Arianna Betti (lead guest editor), Hein van den Berg About the Guest Editors: Arianna Betti is Professor and Chair of Philosophy of Language at the University of Amsterdam, and leader of the Concepts in Motion group at the Institute for Logic, Language and Computation. After studying historical and systematic aspects of ideas such as axiom, truth, and fact (Against Facts, MIT Press, 2015), they now specialise in data-driven research aimed at tracing the development of ideas such as these in a strongly interdisciplinary setting. They have been member of the Young Academy of the Royal Netherlands Academy of Arts and Sciences (KNAW), of the Scientific Council of the Italian Research Council (CNR), of the Global Young Academy (GYA), and recipient of two ERC grants (2008–2013, 2014–2015) as well as of several major Dutch NWO grants, including a VICI (2017–2024). Hein van den Berg obtained his PhD at the VU Amsterdam in history and philosophy of science in 2011, with a prize-winning dissertation on Kant’s conception of proper science and Kant’s philosophy of biology. After obtaining a postdoctoral grant from the Royal Netherlands Academy of Arts and Sciences (KNAW) for conducting research on the history of biology at the Technical University Dortmund, he became assistant professor at the Institute for Logic, Language, and Computation of the University of Amsterdam in 2016. He does research on the history and philosophy of logic, biology, and psychiatry. As a member of the Concepts in Motion group since 2011, he has been involved in a large number of computational and data-driven history of ideas projects.

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CfP FDIA 2024 – Future Directions in Information Access at ESSIR 2024
by Ingo Frommholz 02 May '24

02 May '24

Fancy a trip to Amsterdam? The 12th edition of our PhD Symposium on Future Directions in Information Access (FDIA 2024), organised by the BCS Information Retrieval Specialist Group, will be held in conjunction with the 15th European Summer School on Information Retrieval (ESSIR 2024, https://2024.essir.eu/, 1-5 July 2024). We cordially invite Masters and doctoral (PhD) students as well as early-stage researchers to submit a paper on their research topic to the symposium. You’ll learn a lot about Information Retrieval while at the school and get great feedback on your topic, meet lots of other students, and hear inspiring talks. The FDIA Symposium provides an excellent opportunity for students to give pointers to their work and obtain experience in presenting and communicating their research. FDIA 2024 is the next chapter in a long list of previous events. Previous symposiums were held in Vienna, Austria (with ESSIR 2023), Lisbon, Portugal (with ESSIR 2022), Milan, Italy in 2019 (with ESSIR 2019), Tianjin, China in 2018 (with ICTIR 2018), Barcelona, Spain in 2017 (with ESSIR 2017); Thessaloniki, Greece in 2015 (with ESSIR 2015); Granada, Spain in 2013 (with ESSIR 2013); Koblenz, Germany in 2011 (with ESSIR 2011), Padova, Italy in 2009 (with ESSIR 2009); London, England in 2008, and Glasgow, Scotland in 2007 (with ESSIR 2007). They have provided an entertaining and exciting forum for early-stage researchers for sharing new research ideas. Why future directions, because we encourage submissions that focus on early research such as pilot studies, presenting challenges and future opportunities, conceptual and theoretical work, and the contributions from doctoral work. Why information access, because it captures the broader ideas of information retrieval, storage, and management to include interaction and usage. We especially encourage submissions on formative research ideas which present a summary of their doctoral work, initial empirical findings/pilot studies, explore conceptual and/or theoretical models, and/or describe current challenges and opportunities. Submissions focusing on new directions and emerging work in Information Access/Retrieval which create discussion and provoke a reaction are strongly encouraged. Areas of research include, but are not limited to: - Information Retrieval Theory - Human-Computer Interaction and Information Retrieval, User Modelling, Interactive IR - Collaborative Information Seeking and Searching - IR for Good - IR Evaluation - Learning to Rank - Retrieval-augmented Generation - Neural and Generative IR - Multimedia and Multimodal IR - Recommender Systems - Web IR - Clustering and Categorization - Enterprise Search - Conversational Agents, knowledge graphs - IR Applications (e.g. Digital Humanities, News IR, Legal IR, IR and Bibliometrics, Academic Search and Recommendation, etc.) - NeuraSearch (use of fMRI, EEG, fNTIR, Eye Tracking, etc. in IR) Papers should be 4-8 pages in length excluding references for presentation and poster (e.g., an outline of the PhD or Master’s project, a discussion of topics and ideas). Submissions should be converted to PDF and submitted via Easy Chair: https://easychair.org/my/conference?conf=fdia2024. We plan to publish the proceedings at CEUR-WS.org. Please use the one-column CEUR style (CEURART.zip). We strongly encourage students to submit as a solo author, but papers with several authors are welcome as well. A selection of papers will be invited to give a short oral and/or poster presentation. IMPORTANT DATES June 6, 2024: Submission deadline July 20, 2024: Notification deadline July 3, 2024: FDIA in Amsterdam (during ESSIR July 1-5, 2024) CONTACT Please email fdia2024(a)easychair.org. ORGANISERS PC Chairs Haiming Liu, University of Southampton, UK Ingo Frommholz, University of Wolverhampton, UK Yashar Moshfeghi, University of Strathclyde, UK -- Ingo Frommholz (he/him), PhD, FBCS, FHEA Reader (~Associate Professor) in Data Science ACM CIKM 2023 General Chair Head of Data, AI, Interaction, Retrieval and Language Group http://dairel.org Deputy Head Digital Innovations and Solutions Centre (DISC) University of Wolverhampton, UK Adjunct Professor, Bern University of Applied Sciences, Switzerland Web: http://www.frommholz.org/ | Email: ifrommholz(a)acm.org Twitter: @iFromm | Mastodon: @ingo@idf.social PGP/GPG fingerprint: B74E A422 C7B2 A5BB 2BC2 523B 2790 216E F8F8 D166 http://pgp.mit.edu:11371/pks/lookup?op=get&search=0x2790216EF8F8D166

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Deadline Extended - Propagandistic Techniques Detection / ArAIEval Shared Task at the ArabicNLP 2024 co-located with ACL 2024
by Wajdi Zaghouani 02 May '24

02 May '24

You are invited to participate in the *ArAIEval Shared Task *at the *ArabicNLP 2024*: (i) detection of propagandistic textual spans with persuasion techniques identification (unimodal) on Arabic news articles and tweets. (ii) distinguishing between propagandistic and non-propagandistic memes (multimodal) in Arabic. The shared task will be held alongside the Second Arabic Natural Language Processing Conference (ArabicNLP 2024), co-located with the ACL2024 Conference in Bangkok, Thailand (11-16 Aug, 2024). *Tasks* Task 1: Unimodal (Text) Propagandistic Technique Detection: The task is to detect the propaganda techniques used in a text and identify the exact span(s) in which each propaganda technique appears. You will be given text snippets from news paragraphs or tweets (multigenre). This is a sequence tagging task. Task 2: Multimodal propagandistic memes classification: We offer the three subtasks as defined below: - Subtask 2A: Given a text extracted from a meme, detect whether it is propagandistic or not. - Subtask 2B: Given a meme (text overlayed image), the task is to detect whether the content is propagandistic. - Subtask 2C: Given multimodal content (text extracted from meme and the meme itself) the task is to detect whether the content is propagandistic. Website for detailed information: https://araieval.gitlab.io/ Registration and submission: Task 1: https://codalab.lisn.upsaclay.fr/competitions/18111 Task 2: https://codalab.lisn.upsaclay.fr/competitions/18099 Important Dates - 15 Mar 2024: Registration on CodaLab and the start of the development cycle (release of training and development datasets, along with submission for the development phase on CodaLab) - 27 April 2023 23:59 AOE: Beginning of the evaluation cycle (test sets release) - 4 May 2024 23:59 AOE: End of the evaluation cycle (run submission) - 5 May 2024: Release leaderboard - 15 May 2024: Deadline for the submission of shared task papers - 17 June 2024: Notification of acceptance of shared task papers - 1 July 2024: Deadline for submission of camera-ready papers - 16 August 2023: ArabicNLP Conference (colocated with ACL-2024) Organizers - Firoj Alam, Qatar Computing Research Institute, HBKU, Qatar - Maram Hasanain, Qatar Computing Research Institute, HBKU, Qatar - Reem Suwaileh, HBKU, Qatar - Md. Arid Hasan, University of New Brunswick, Canada - Fatema Ahmed, Qatar Computing Research Institute, HBKU, Qatar - Md. Rafiul Biswas, HBKU, Qatar - Wajdi Zaghouani, HBKU, Qatar ---- *Wajdi Zaghouani, Ph.D.* *Associate Professor in Digital Humanities* College of Humanities and Social Sciences P.O. Box 34110 | Education City | Doha, Qatar tel: +974 4454 5601 | mob: +974 33454992 wzaghouani(a)hbku.edu.qa| Office A141, LAS Building

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Deadline extension: 1st UniDive Training School 2024
by Atul K. Ojha 02 May '24

02 May '24

======================================== 1st UniDive Training Summer School 2024 ======================================== ===== LATEST NEWS AND CLARIFICATIONS ===== - Due to recently *extended budget*, UniDive can now fund more than 50 trainees. - The *funding* covers travel and stay for 6 nights - The project submission deadline is extended to *Monday 6 May* (or until budget exhaustion) - One does not have to be a UniDive member to apply. - Gradate research master students are eligible - Eligibility for funding depends on the *affiliation* (not the nationality). The eligible countries are: * COST countries <https://www.cost.eu/about/members/> * Near-Neighbor Countries (Algeria, Armenia, Azerbaijan, Belarus, Egypt, Jordan, Kosovo, Lebanon, Libya, Morocco, Palestine, Syria, and Tunisia) - Please, *circulate this call* to all potential candidates to help us enhance the coverage of low-resourced languages ====================================== Dates: *8 — 12 July 2024* Location: *Technical University of Moldova*, Chișinău, Moldova Coordinating Project: UNIDIVE <https://unidive.lisn.upsaclay.fr/doku.php?id=start> (Universality, Diversity and Idiosyncrasy in Language Technology) Website: https://unidive.lisn.upsaclay.fr/doku.php?id=meetings:other-events:1st_unid… Cost: *Participants selected on the basis of their application will be reimbursed, details are below.* *Apply by:* *May 06, 2024* ====================================== CALL FOR APPLICATIONS We are happy to announce the 1st edition of UNIDIVE Summer School on Universality, Diversity and Idiosyncrasy in Language Technology. It is dedicated mainly (but not exclusively) to young researchers and investigators. Researchers working on low-resourced languages, dialects and varieties are particularly welcome SUMMER SCHOOL ACTIVITIES - Annotation of Universal Dependencies treebank for a new language - a course by Sylvain Kahane (Université Paris Nanterre, France) - Annotation of multiword expressions in a new language - course by Verginica Mititelu (Romanian Academy) and Voula Giouli (Aristotle University of Thessaloniki and ILSP, ATHENA RC, Greece) - Corpus annotation infrastructure- a course by Daniel Zeman (Charles University, Czechia), Bruno Guillaume (LORIA, France) and Agata Savary (Université Paris-Saclay, France) - A brainstorming hackathon on topics submitted by the trainees - Poster sessions APPLICATIONS AND SUBMISSION GUIDELINES Each applicant should *submit a project* for a construction of a resource related to the topics of the training school (e.g. a new/enhanced UD treebank, a new PARSEME corpus, a resource adding a new annotation layer on top of a UD/PARSEME corpus, etc.). The length of the application should be 2 pages (excluding references). The application should contain: - The title - Applicant's name and affiliation (including the country) - A list of 3-4 key-words - Description of a resource related to the topics of the training school - Explanation how the participation in the training school will be useful for the project - Open questions related to the project which could be addressed during the brainstorming hackathon - Short statement of the project phase (planning, started, in the process of creation) The projects are to be submitted via the OpenReview <https://openreview.net/group?id=UniDive/2024/Training_School> portal. TRAINEE'S SELECTION CRITERIA We can fund at least 40 trainees, the selection criteria include: - Trainee's country: trainees only from COST countries[1] <https://mail.math.md/?_task=mail&_caps=pdf%3D1%2Cflash%3D0%2Ctiff%3D0%2Cweb…> and Near-Neighbour Countries can be funded. See here <https://www.cost.eu/about/members/> and here <https://www.cost.eu/about/strategy/international-collaboration/>. - Age: Young Researchers and Investigators, i.e. under the age of 40, are promoted - Gender and geographical balance (notably between Inclusiveness Target Countries and others COST countries) - Relevance and quality of the project submitted by the trainee - Status of the language on which the trainee intends to work (low-resourced languages, dialects or varieties are promoted) *If you are not selected on the basis of these criteria and you can find other financial sources to cover your travel, accommodation and meals, you are also welcome to participate. * *The authors of the selected projects may optionally present them in a poster session during the Training School. * IMPORTANT DATES Deadline for project submission: May 6, 2024 Notification of acceptance: May 23, 2024 Summer school: July 8-12, 2024 For any inquiry, please contact the organisers at: victoria.bobicev(a)ia.utm.md Looking forward to seeing you in Moldova, Organizing Committee

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[CFP] Sci-K @ISWC 2024 – 4th Int. Workshop on Scientific Knowledge Representation, Discovery, and Assessment
by Georg Rehm 02 May '24

02 May '24

CALL FOR PAPERS *Sci-K – 4th International Workshop on Scientific Knowledge Representation, Discovery, and Assessment in conjunction with the International Semantic Web Conference (ISWC) 2024* November 11/12 2024, Baltimore, MD, USA Web: https://sci-k.github.io, X: @scik_workshop <https://twitter.com/scik_workshop> Submission deadline: July 11th, 2024 *Aim and Scope* In the last decades, we have experienced a substantial increase in the volume of published scientific articles and research artefacts (e.g., data sets, software packages); this trend is expected to continue and opens up challenges including the development of large-scale machine-readable representations of scientific knowledge, making scholarly data discoverable and accessible, and designing reliable and comprehensive metrics to assess scientific impact. The main objective of Sci-K is to provide a forum for researchers and practitioners from different disciplines to present, educate, and guide research related to scientific knowledge. We foresee three themes that cover the most important challenges in this field: representation, discoverability, and assessment. Representation. There is a need for flexible, context-sensitive, fine-grained, and machine-actionable representations of scholarly knowledge that are, at the same time, structured, interlinked, and semantically rich: Scientific Knowledge Graphs (SKGs). SKGs can power data-driven services for navigating, analysing, and making sense of research dynamics. Current challenges are related to the design of ontologies able to conceptualise scholarly knowledge, model its representation, and enable its exchange across different SKGs. Discoverability. Scholarly information should be easily findable, discoverable, and visible so that it can be mined and organised within SKGs. Discovery tools should be able to crawl the Web and identify scholarly data, whether on a publisher’s website or elsewhere – institutional repositories, preprint servers, open-access repositories, and others. This is a particularly challenging endeavour as it requires deep understanding of both the scholarly communication landscape and the needs of a variety of stakeholders: researchers (of different fields and sub-fields), publishers, funders, and the general public. Other challenges are related to the discovery and extraction of entities and concepts, integration of information from heterogeneous sources, identification of duplicates, finding connections between entities, and identifying conceptual inconsistencies. Assessment. Due to the continuous growth in volume of research output and limited amounts of funding, rigorous approaches for the evaluation and assessment of research impact are now more relevant than ever. There is a need for reliable, comprehensive, and equitable metrics and indicators of the scientific impact and merit of publications, datasets, research institutions, individual researchers, and other relevant entities. *Topics of Interest* - Representation - Data models for the description of scholarly data and their relationships. - Description and use of provenance information of scientific data. - Integration and interoperability models of different data sources. - NLP and AI approaches that demonstrate related methods and technologies. - Discoverability - Methods for extracting metadata, entities and relationships from scientific data. - Methods for the (semi-)automatic annotation and enhancement of scientific data. - Methods and interfaces for the exploration, retrieval, and visualisation of scholarly data. - NLP and AI approaches that demonstrate related methods and technologies. - Assessment - Novel methods, indicators, and metrics for quality and impact assessment of scientific publications, datasets, software, and other relevant entities based on scholarly data. - Uses of scientific knowledge graphs and citation networks for the facilitation of research assessment. - Studies regarding the characteristics or the evolution of scientific impact or merit. - NLP and AI approaches that demonstrate related methods and technologies. *Submission Guidelines* - Full research papers (up to 8 pages for main content) - Short research papers (up to 4 pages for main content) - Vision/Position papers (up to 4 pages for main content) The workshop calls for full research papers (up to 8 pages + 2 pages of appendices + 2 pages of references), describing original work on the listed topics, and short papers (up to 4 pages + 2 pages of appendices + 2 pages of references), on early research results, new results on previously published works, demos, and projects. In accordance with Open Science principles, research papers may also be in the form of data or software papers (short or long papers). Data papers present the motivation and methodology behind the creation of data sets that are of value to the community, e.g., annotated corpora, benchmark collections, and training sets. Software papers present software functionality, its value for the community, and its application. To enable reproducibility and peer-review, authors are requested to share the DOIs of datasets and software products described in the articles. The workshop also calls for vision/position papers (up to 4 pages + 2 pages of appendices + 2 pages of references) providing insights towards new or emerging areas, innovative or risky approaches, or emerging applications that will require extensions to the state of the art. Vision papers do not necessarily have to present results but should carefully elaborate on the motivation and ongoing challenges of the described area. Sci-K will adopt a single-blind review process, and each paper will be reviewed by at least three Program Committee members. Submissions must be in PDF format and must adhere to the CEURART single-column template. Submissions that do not follow these guidelines, or do not view or print properly, may be rejected without review. The proceedings of the workshops will be published on CEUR (indexed in Scopus, DBLP and so on.) Submit your contributions following the link: https://sci-k.github.io/2024/#submission *Important Dates* - Paper submission: July 11th, 2024 (23:59, AoE timezone) - Notification of acceptance: August 8th, 2024 - Camera-ready due: August 25th, 2024 (23:59, AoE timezone) - Workshop day: November 11/12, 2024 (TBA) *Organizing Committee (alphabetical order)* Andrea Mannocci, CNR-ISTI, Italy Francesco Osborne, The Open University, UK Georg Rehm, DFKI, Germany Angelo Salatino, The Open University, UK Sonja Schimmler, TU Berlin, Fraunhofer FOKUS, Germany -- [image: DFKI] <https://www.dfki.de/> *Prof. Dr. Georg Rehm <http://georg-re.hm/>* Principal Researcher and Research Fellow, DFKI Adjunct Professor, Humboldt-Universität zu Berlin DFKI GmbH <https://www.dfki.de/>, Alt-Moabit 91c, 10559 Berlin, Germany Phone: +49 30 23895-1833 – Fax: -1810 georg.rehm(a)dfki.de Deutsches Forschungszentrum für Künstliche Intelligenz GmbH Firmensitz: Trippstadter Strasse 122, D-67663 Kaiserslautern Geschäftsführung: Prof. Dr. Antonio Krüger (Vorsitzender), Helmut Ditzer Vorsitzender des Aufsichtsrats: Dr. Ferri Abolhassan Amtsgericht Kaiserslautern, HRB 2313

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