January 2024 - Corpora

Fully funded PhD fellowships in NLP and ML, University of Oslo
by Erik Velldal 31 Jan '24

31 Jan '24

Integreat, the Norwegian centre for knowledge-driven machine learning, is recruiting 13 fulltime PhD students for a range of cross-disciplinary projects across Machine Learning, Statistics, Logic, Language Technology, and Ethics. Integreat is a Centre of Excellence funded by the Research Council of Norway (2023–2033). The centre is hosted by the University of Oslo, with partners including the Arctic University of Norway and Norwegian Computing Center. The full announcement is available through the link below, with further details about the application procedure, online information meetings, detailed descriptions of the individual projects, and more: https://www.integreat.no/about/vacancies/phd-recruitment/2024/ Note that several of the projects are in Natural Language Processing and will have supervisors from the Language Technology Group (LTG) at the Department of Informatics, University of Oslo. In particular, see: Project 6: Benchmarking ethical reasoning in Large Language Models https://www.integreat.no/about/vacancies/phd-recruitment/2024/projects/06.h… Project 8: Knowledge and bias extraction from Large Language Models https://www.integreat.no/about/vacancies/phd-recruitment/2024/projects/08.h… The application deadline is Monday 4 March 2024. Best, -erik -- Erik Velldal Language Technology Group Section for Machine Learning Department of Informatics, University of Oslo

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Second CfP: Joint Workshop on Multiword Expressions and Universal Dependencies (MWE-UD 2024)
by Kilian Evang 31 Jan '24

31 Jan '24

Second CfP: Joint Workshop on Multiword Expressions and Universal Dependencies (MWE-UD 2024) Co-located with LREC-COLING 2024 Organised and funded by SIGLEX (the Special Interest Group on the Lexicon of the Association for Computational Linguistics <http://www.siglex.org/>), SIGLEX-MWE (SIGLEX Multiword Expressions Section <https://multiword.org/organization/constitution.html>), Universal Dependencies <https://universaldependencies.org>, and UniDive <https://unidive.lisn.upsaclay.fr/doku.php?id=wg1:wg1> COST Action CA21167. Venue: Torino, Italy and online Workshop Date: May 25, 2024 Workshop Webpage: https://multiword.org/mweud2024/ Submission link: https://softconf.com/lrec-coling2024/mwe-ud2024/ Invited speakers: Natalia Levshina, Radboud University Harish Tayyar Madabushi, University of Bath We are pleased to announce that the multiword expressions (MWE) and Universal Dependencies (UD) research communities are joining forces in 2024 to organize a joint workshop. This is a timely collaboration because the two communities clearly have overlapping interests. For instance, while UD has several dependency relations that can be used to annotate MWEs, both annotation guidelines (i.e. is syntactic irregularity and inflexibility or semantic non-compositionality the leading criterion?) and annotation practice (both across treebanks for a single language and across languages) for these relations can be improved (Schneider and Zeldes, 2021). The PARSEME MWE-annotated corpora for 26 languages build on UD annotated corpora (Savary et al., 2023). Both communities share an interest in developing guidelines, data-sets, and tools that can be applied to a wide range of typologically diverse languages, raising fundamental questions about tokenization, lemmatization, and morphological decomposition of tokens. Proposals for harmonizing annotation practices between what has been achieved in PARSEME and UD and expanding PARSEME MWE annotation to non-verbal MWEs are also central to the recently started UniDive COST action (CA21167). The workshop invites submissions of original research on MWE, UD, and the interplay of both. In particular, the following topics are especially relevant: - Sensitivity of LLMs to MWE and syntactic dependencies. Studies along the lines of Manning et al. (2020) (UD), Nedumpozhimana and Kelleher (2021), Garcia et al. (2021), Fakharian and Cook (2021), Moreau et al. (2018) (MWE), and others on the question to what extent LLMs make use of syntactic dependencies or are capable of detecting MWEs and capturing their semantics. - Applicability of UD and MWE annotation and discovery for low-resource and typologically diverse languages and language varieties. Both UD and PARSEME aim at universal applicability across a wide range of languages. Much theoretical, computational, and empirical work concentrates on high-resource languages however. Applying these frameworks to typologically diverse languages may lead one to reconsider the notion of token, word, and morphological segmentation, and to reassess the notion of MWE for languages that feature compounding or incorporation (Baldwin et al., 2021; Haspelmath, 2023). - Case studies. Studies on the consistency, coverage or universal applicability of MWE annotation in the UD or PARSEME frameworks, as well as studies on automatic detection and interpretation of MWEs in corpora. - MWE and UD processing to enhance end-user applications. MWEs have gained particular attention in end-user applications, including MT (Zaninello and Birch, 2020; Han et al., 2021), simplification (Kochmar et al., 2020), language learning and assessment (Paquot et al., 2019; Christiansen and Arnon, 2017), social media mining (Maisto et al., 2017), and abusive language detection (Zampieri et al., 2020; Caselli et al., 2020). We believe that it is crucial to extend and deepen these first attempts to integrate and evaluate MWE technology in these and further end-user applications. - Testing developed systems on the latest dataset versions. Authors are also encouraged to submit papers that test the developed systems using the recent UD 2.13 and/or PARSEME 1.3 releases. Organizational Details: Grant, Format, Publications - UniDive members with accepted papers may be eligible for travel reimbursement. - If you are based in an underrepresented country or work on low-resource languages and have an accepted paper, you may be eligible for an ACL-SIGLEX travel grant of up to 500 USD. - The workshop follows LREC-COLING’s hybrid online/onsite format. - Workshop proceedings will be published in the ACL Anthology. - The workshop follows LREC/COLING’s anti-harassment policy <https://coling2022.org/policy>. Submission Instructions The workshop invites two types of submissions: - archival submissions that present substantially original research in both long paper format (8 pages + references) and short paper format (4 pages + references) - non-archival submissions of abstracts describing relevant research presented/published elsewhere which will not be included in the MWE-UD proceedings. Papers should be submitted via the workshop’s START submission page <https://softconf.com/lrec-coling2024/mwe-ud2024/>. Please choose the appropriate submission format (archival/non-archival). Submissions must follow the LREC-COLING 2024 stylesheet <https://lrec-coling-2024.org/authors-kit/>. When submitting a paper from the START page, authors will be asked to provide essential information about resources (in a broad sense, i.e. also technologies, standards, evaluation kits, etc.) that have been used for the work described in the paper or are a new result of your research. Moreover, ELRA encourages all LREC-COLING authors to share the described LRs (data, tools, services, etc.) to enable their reuse and replicability of experiments (including evaluation ones) Archival papers with existing reviews from ACL Rolling Review will also be considered. A paper may not be simultaneously under review through ARR and MWE-UD. A paper that has or will receive reviews through ARR may not be submitted for review to MWE-UD. Important Dates Paper submission: Feb 25, 2024 ARR paper commitment: Mar 25, 2024 Notification of acceptance: Apr 1, 2024 Camera ready papers due: Apr 8, 2024 Workshop: May 25, 2024 All deadlines are at 23:59 UTC-12 (Anywhere on Earth). Organizing Committee Archna Bhatia, Gosse Bouma, Kilian Evang, Marcos Garcia, Voula Giouli, Lifeng Han, Joakim Nivre, Alexandre Rademaker, A. Seza Doğruöz For any inquiries contact the Organizing Committee at mweud2024-organizers(a)uni-duesseldorf.de.

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Switch to digest
by Malory, Beth 31 Jan '24

31 Jan '24

Hello, Could my status please be updated to digest-only membership? Many thanks, Beth

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Job: Postdoctoral Research Associate at Heriot-Watt University, Edinburgh
by Abercrombie, Gavin 31 Jan '24

31 Jan '24

We are advertising for a postdoctoral RA to work on the ESPRC-funded project Equally Safe Online<https://gow.epsrc.ukri.org/NGBOViewGrant.aspx?GrantRef=EP/W025493/1>. Topics: Identification and mitigation of online Gender-Based Violence (e.g. misogyny, sexist language); NLP, NLG for counterspeech generation; multimodal; dataset creation & annotation, participatory design. Location: the Interaction Lab, Heriot-Watt University, Edinburgh, Scotland. Length of contract: 22 months, with potential for further funding. Deadline: February 26th. More information and application link: https://enzj.fa.em3.oraclecloud.com/hcmUI/CandidateExperience/en/sites/CX/r… _____________________ Gavin Abercrombie Room EM1.36 Heriot-Watt University Edinburgh, Scotland _____________________ NLPerspectives<https://nlperspectives.di.unito.it/> CS4OA<https://sites.google.com/view/cs4oa> _____________________ ________________________________ Founded in 1821, Heriot-Watt is a leader in ideas and solutions. With campuses and students across the entire globe we span the world, delivering innovation and educational excellence in business, engineering, design and the physical, social and life sciences. This email is generated from the Heriot-Watt University Group, which includes: 1. Heriot-Watt University, a Scottish charity registered under number SC000278 2. Heriot- Watt Services Limited (Oriam), Scotland's national performance centre for sport. Heriot-Watt Services Limited is a private limited company registered is Scotland with registered number SC271030 and registered office at Research & Enterprise Services Heriot-Watt University, Riccarton, Edinburgh, EH14 4AS. The contents (including any attachments) are confidential. If you are not the intended recipient of this e-mail, any disclosure, copying, distribution or use of its contents is strictly prohibited, and you should please notify the sender immediately and then delete it (including any attachments) from your system.

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EAMT 2024: Final Call for Workshop Proposals (Deadline Extended)
by Carol Scarton 31 Jan '24

31 Jan '24

******************************************************* EAMT 2024: The 25th Annual Conference of The European Association for Machine Translation 24 - 27 June 2024 Sheffield, UK https://eamt2024.sheffield.ac.uk/ @eamt_2024 (X account) Keynote speaker: Alexandra Birch (University of Edinburgh, UK) Workshop proposal deadline extended: 14 February 2024 Workshop date: 27 June 2024 More information: https://eamt2024.sheffield.ac.uk/conference-calls/final-call-for-workshops ******************************************************* *** Overview *** The European Association for Machine Translation (EAMT) invites proposals for workshops to be held in conjunction with the EAMT 2024 conference taking place in Sheffield, UK, from 24 to 27 June 2024, with workshops held on 27 June. We solicit proposals in all areas of machine translation. EAMT workshops are intended to provide the opportunity for MT-related communities of interest to spend focused time together advancing the state of thinking or the state of practice in their area of interest or endeavour. Workshops are generally scheduled as full-day events. Every effort will be made to accept or reject (with reason) workshop proposals as soon as possible after they are received by the organising committee so that the workshop organisers have adequate time to prepare the workshop. *** Submission information *** Proposals should be submitted as PDF documents. Note that submissions should be ready to be turned into a Call for Papers to the workshop within one week of notification. The proposals should be at most two pages for the main proposal and at most two additional pages for information about the organisers, programme committee, and references. Thus, the whole proposal should not be more than four pages long. The two pages for the main proposal must include: - A title and authors, affiliations, and contact information. - A title and a brief description of the workshop topic and content. - A list of speakers and alternates whom you intend to invite to present at the workshop. - An estimate of the number of attendees. - A description of any shared tasks associated with the workshop (if any), and an estimate of the number of participants. - A description of special requirements and technical needs. - If the workshop has been held before, a note specifying where previous workshops were held, how many submissions the workshop received, how many papers were accepted (also specify if they were not regular papers, e.g., shared task system description papers), and how many attendees the workshop attracted. - An outline of the intended workshop timeline with details about the following items: ---- First call for workshop papers: some date ---- Second call for workshop papers: some date ---- Workshop paper due: some date ---- Notification of acceptance: some date ---- Camera-ready papers due: some date Workshops are expected to follow the timelines below, so please make sure the dates above fit into the schedule: - 1st Call: no later than 14 March - 2nd Call: no later than 04 April - Deadline: 15 April (no later than 20 April) - Acceptance: no later than 20 May - Camera ready: no later than 27 May - Proceedings deadline: 12 June - Workshops: 27 June The two pages for information about the organisers, program committee, and references must include the following: - The names, affiliations, and email addresses of the organisers, with a brief description (2-5 sentences) of their research interests, areas of expertise, and experience in organising workshops and related events. - A list of Programme Committee members, with an indication of which members have already agreed. - References Submissions should be formatted according to the templates specified below. Anonymisation is not required. Submissions should be no longer than 4 pages, and submitted as PDF files to OpenReview: https://openreview.net/group?id=EAMT.org/2024/Workshops_Track. *** Templates for writing your proposal *** There templates available in the following formats (check our website -- https://eamt2024.sheffield.ac.uk/conference-calls/call-for-papers): - LaTeX - Cloneable Overleaf template - Word - Libre Office/Open Office - PDF Please also use these templates for camera-ready workshop contributions to comply with the format requirements for the workshop proceedings to be published in the ACL Anthology. *** Evaluation criteria *** The workshop proposals will be evaluated according to their originality and impact, and the quality of the organising team and Programme Committee. *** Organiser Responsibilities *** The organisers of the accepted proposals will be responsible for publicising and running the workshop, including reviewing submissions, producing the camera-ready workshop proceedings in the ACL Anthology format, as well as organising the schedule with local EAMT organisers. For every accepted workshop, we offer one free registration for the EAMT 2024 conference to one workshop organiser. *** Important dates *** - Proposal submission deadline extended: 02 February 2024 - Notification of acceptance: rolling basis (no later than 28/02/2024) All deadlines are 23:59 CEST *** Workshop Co-Chairs*** Mary Nurminen (Tampere University) Diptesh Kanojia (University of Surrey) *** Local organising committee *** Carolina Scarton (University of Sheffield) Charlotte Prescott (ZOO Digital) Chris Bayliss (ZOO Digital) Chris Oakley (ZOO Digital) Xingyi Song (University of Sheffield) -- *Carolina Scarton* Lecturer in Natural Language Processing Department of Computer Science University of Sheffield http://staffwww.dcs.shef.ac.uk/people/C.Scarton/

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Second Call For Papers: The Fourth Workshop on Insights from Negative Results (co-located with NAACL 2024)
by Shabnam Tafreshi 31 Jan '24

31 Jan '24

Dear colleagues, The Fifth Workshop on Insights from Negative Results in NLP Co-located with NAACL, June 16-21 2024 First Call for Participation Insights Website: <https://insights-workshop.github.io/> Contact email: insights-workshop-organizers(a)googlegroups.com *Overview Publication of negative results is difficult in most fields, but in NLP the problem is exacerbated by the near-universal focus on improvements in benchmarks. This situation implicitly discourages hypothesis-driven research, and it turns creation and fine-tuning of NLP models into art rather than science. Furthermore, it increases the time, effort, and carbon emissions spent on developing and tuning models, as the researchers have no opportunity to learn what has already been tried and failed. This workshop invites both practical and theoretical unexpected or negative results that have important implications for future research, highlight methodological issues with existing approaches, and/or point out pervasive misunderstandings or bad practices. In particular, the most successful NLP models currently rely on Transformer-based large language models (LLMs). To complement all the success stories, it would be insightful to see where and possibly why they fail. Any NLP tasks are welcome: sequence labeling, question answering, inference, dialogue, machine translation - you name it. A successful negative results paper would contribute one of the following: ** broadly applicable recommendations for training/fine-tuning/prompting, especially if X that didn’t work is something that many practitioners would think reasonable to try, and if the demonstration of X’s failure is accompanied by some explanation/hypothesis; ** ablation studies of components in previously proposed models, showing that their contributions are different from what was initially reported; ** datasets or probing tasks showing that previous approaches do not generalize to other domains or language phenomena; ** trivial baselines that work suspiciously well for a given task/dataset; ** cross-lingual studies showing that a technique X is only successful for a certain language or language family; ** experiments on (in)stability of the previously published results due to hardware, random initializations, preprocessing pipeline components, etc; ** theoretical arguments and/or proofs for why X should not be expected to work; ** demonstration of issues with data processing/collection/annotation pipelines, especially if they are widely used; ** demonstration of issues with evaluation metrics (e.g. accuracy, F1 or BLEU), which prevent their usage for fair comparison of methods; ** demonstration of issues with under-reporting of training details of pre-trained models, including test data contamination and invalid comparisons In 2024, we will invite the authors of accepted negative results papers to nominate the specific work reporting the original positive results. The goal is to organize joint discussion sessions, so that the community can learn the most from the specific insightful failure. * Important Dates ** Submission due: March 10, 2024 ** Submission due for papers reviewed through ACL Rolling Review: April 7, 2024 ** Notification of acceptance: April 14, 2024 ** Camera-ready papers due: April 24, 2024 ** Workshop: TBA, between June 21-22, 2024 * Submission Submission is electronic, using the Softconf START conference management system. Submission link: <https://softconf.com/naacl2024/Insights2024> The workshop will accept short papers (up to 4 pages, excluding references), as well as 1-2 page non-archival abstract submissions for papers published elsewhere (e.g. in one of the main conferences or in non-NLP venues). The goal of this event is to stimulate a meaningful community-wide discussion of the deep issues in NLP methodology, and the authors of both types of submissions will be welcome to take part in our get-togethers. The workshop will run its own review process, and papers can be submitted directly to the workshop by March 10, 2024. It is also possible to submit a paper accompanied with reviews from the ACL Rolling Review system by April 7, 2024. The submission deadline for ARR papers follows the ACL RR calendar. Both research papers and abstracts must follow the ACL two-column format. Official style sheets: https://github.com/acl-org/acl-style-files Please do not modify these style files, nor should you use templates designed for other conferences. Submissions that do not conform to the required styles, including paper size, margin width, and font size restrictions, will be rejected without review. Please follow the formatting guidelines outlined here: https://acl-org.github.io/ACLPUB/formatting.html * Multiple Submission Policy The workshop cannot accept work for publication or presentation that will be (or has been) published elsewhere and that have been or will be submitted to other meetings or publications whose review periods overlap with that of Insights. Any questions regarding submissions can be sent to insights-workshop-organizers(a)googlegroups.com. If the paper has been rejected from another venue, the authors will have the option to provide the original reviews and the author response. The new reviewers will not have access to this information, but the organizers will be able to take into account the fact that the paper has already been revised and improved. * Anonymity Period The workshop will follow the new ACL policy: https://www.aclweb.org/adminwiki/index.php/ACL_Anonymity_Policy * Presentation All accepted papers must be presented at the workshop to appear in the proceedings. Authors of accepted papers must notify the program chairs by the camera-ready deadline if they wish to withdraw the paper. At least one author of each accepted paper must register for the workshop. Previous presentations of the work (e.g. preprints on arXiv.org) should be noted in a footnote in the camera-ready version (but not in the anonymized version of the paper). The workshop will take place during NAACL 2024 (June 16-21 2024). It will be hybrid, allowing for both in-person and virtual presentations. * Organization Committee ** Shabnam Tafreshi, inQbator AI at eviCore Healthcare ** Arjun Reddy Akula, Google Research ** João Sedoc, New York University ** Anna Rogers, IT University of Copenhagen ** Aleksandr Drozd, RIKEN ** Anna Rumshisky, University of Massachusetts Lowell / Amazon Alexa * Contact info Any questions regarding the workshop can be sent to insights-workshop-organizers(a)googlegroups.com. Please continue reading about: Authorship, Citation and Comparison, Ethics Policy, Reproducibility, and Presentation in the call for paper page on our website: https://insights-workshop.github.io/2024/cfp/ Regards, Insights 2024 Organizers -- *Shabnam Tafreshi, PhD* *Machine Learning Senior Advisor - NLP Researcher* *Computational Linguistics, NLP* *inQbator AI at eviCore Healthcare* *"All the problems of the world could be settled easily, if people only willing to think."* *-Thomas J. Watson*

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Call for Papers for a Special Issue in Register Studies
by mg2957＠nau.edu 31 Jan '24

31 Jan '24

Title of Special Issue: Situational Context in Register Studies Call for papers Situation of language use has been at the forefront of register studies. Register research in text-linguistics has documented systematic situational variation and its relationship to functional language use across culturally recognized register categories, among texts within register categories, and across hybrid registers (e.g., Biber, 1988; Biber & Egbert, 2018; Biber, Egbert, Keller, 2020). Situations of language use have also been explored by a variety of other research traditions (and referred to as ‘register,’ ‘communicative situation,’ ‘speech situation,’ ‘social situation,’or ‘situational context’). For example, the contribution of the situation of language use to explaining linguistic variation is examined alongside linguistic variables in variationist linguistics (e.g., Szmrecsanyi , 2019). In computational research, it has served as the basis for text classification (e.g., Argamon, 2019). The effect of situations of use on individual language use is being recognized in stylistics and stylometry (e.g., Marko, Reitbauer & Pickl, 2022). Additionally, some situational variables, such as the audience and their relative status to the addressor, have been central to sociolinguistic research (e.g., Rickford & McNair-Knox, 1994) and discourse analysis (e.g., Lorson et al., 2023). To synthesize the variety of perspectives, approaches, and conceptualizations, Register Studies invites proposals that elevate the role of situational context in register research. We welcome a wide range of empirical, methodological, or theoretical papers under this scope. Papers for this special issue should highlight situational context and its integration into register studies. Potential topics include, but are not limited to: Applications of situational analysis to corpus design and evaluation Analysis of situational variation across and within registers Detailed analyses of communicative events and their communicative strategies (e.g., conflict, celebration, social gathering, etc.) Descriptions of frameworks for situational analysis Approaches to coding for situational characteristics Generality and specificity of situational parameters Situation in applied research (e.g., pedagogy, medical discourse, legal discourse, etc.) The psycholinguistic reality of situational distinctions Interaction of the situation of language use with other predictor variables (e.g., social status, gender) New, unaccounted for (configurations of) situational parameters and/or novel/nonstandard situations of language use Cross-cultural situational differences and/or situations unique to particular linguistic communities Situation of language use and discourse-pragmatic variation Situation of technology-mediated interactions Important Dates Deadline for proposals: April 15, 2024 Invitations to submit a manuscript: May 1, 2024 Initial manuscripts due: October 1, 2024 Notification of review outcome: December 1, 2024 Final manuscripts due: February 28, 2025 Special issue publication: 7:2 - Fall 2025 Proposal Format & Submission Submit a one-page abstract for your proposed article to Associate Editors Larissa Goulart and Marianna Gracheva at Register.Studies(a)gmail.com. Please include your full contact information and a draft title. For empirical studies, the abstract should introduce the topic and motivate the study, summarize the methodological approach, describe the data to be analyzed, and summarize preliminary results. Abstracts for theoretical and methodological articles should introduce and motivate the issue to be addressed, and explain the main premises that will be included in the article. Please follow the style guide for Register Studies (available at the journal website: https://benjamins.com/catalog/rs). Peer Review All manuscripts will undergo double-blind peer review following the journal’s standard process. References: Biber, D. 1988. Variation across speech and writing. Cambridge University Press. Biber, D., & Egbert, J. (2018). Register variation online. Cambridge University Press. Biber, D., Egbert, J., & Keller, D. (2020). Reconceptualizing register in a continuous situational space. Corpus Linguistics and Linguistic Theory, 16(3), 581–616. Argamon, S. (2019). Computational register analysis and synthesis. Computation and Language. https://doi.org/10.48550/arXiv.1901.02543 Lorson, A., Rhode, H., & Cummins, C. (2023). Epistemicity and communicative strategies. Discourse Processes, 60(8), 556–593. Marko, K., Reitbauer, M., & Pickl, G. (2022). Same person, different platform. Challenges and implications for forensic authorship analysis. An exploratory study of Instagram and Twitter users. Register Studies, 4(2), 202–231. Rickford, J. R. & McNair-Knox, F. (1994). Addressee- and topic-influenced style shift: a quantitative sociolinguistic study. In D. Biber & E. Finegan (Eds.), Sociolinguistic perspectives on register (pp. 235–276). Oxford University Press. Szmrecsanyi, B. (2019). Register in variationist linguistics. Register Studies, 1(1), 76–99.

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[CfP] 1st CfP: SEMANTiCS 2024 EU || Sep 17 - 19, 2024 || Amsterdam, The Netherlands
by SEMANTiCS 30 Jan '24

30 Jan '24

==== SEMANTiCS - 20th International Conference on Semantic Systems Amsterdam, The Netherlands September 17 - 19, 2024 https://2024-eu.semantics.cc/ ==== The Research and Innovation track at SEMANTiCS 2024 welcomes papers on novel scientific research and innovations relevant to the Semantic Web, Semantic Technologies, and semantic-enabled AI. We also welcome submissions at the intersection between this field and other scientific disciplines. Submissions should be original and should not have been published elsewhere in any form or language. Papers must adhere to the instructions given in the submission guidelines, including references and optional appendices. Each submission will receive at least three independent reviews and will be evaluated based on their novelty, technical quality, reproducibility, and practical significance. SEMANTiCS 2024 calls for submissions of excellent quality addressing the following topics in the Semantic Web area, from both theoretical and practical perspectives. = Topics of Interest = * Topics of interest include, but are not limited to: * Web Semantics & Linked (Open) Data * Enterprise Knowledge Graphs, Graph Data Management * Machine Learning Techniques for/using Knowledge Graphs (e.g. reinforcement learning, deep learning, data mining and knowledge discovery) * Interplay between generative AI and Knowledge Graphs (e.g., RAG approach) * Knowledge Management (e.g. acquisition, capture, extraction, authoring, integration, publication) * Terminology, Thesaurus & Ontology Management, Ontology engineering * Reasoning, Rules, and Policies * Natural Language Processing for/using Knowledge Graphs (e.g. entity linking and resolution using target knowledge such as Wikidata and DBpedia, foundation models) * Crowdsourcing for/using Knowledge Graphs * Data Quality Management and Assurance * Mathematical Foundation of Knowledge-aware AI * Multimodal Knowledge Graphs * Semantics in Data Science * Semantics in Blockchain environments * Trust, Data Privacy, and Security with Semantic Technologies * IoT, Stream Processing, dealing with temporal data * Conversational AI and Dialogue Systems * Provenance and Data Change Tracking * Semantic Interoperability (via mapping, crosswalks, standards, etc.) * Linked Data storage, triple stores, graph databases * Robust and scalable management, querying and analysis of semantics and data * User interfaces for the Semantic Web & its management * Explainable and Interoperable AI * Decentralised and Federated Knowledge Graphs (e.g., Federated querying, link traversal) Application of Semantically-Enriched and AI-Based Approaches, such as, but not limited to: * Knowledge Graphs in Bioinformatics, Medical AI and preventive healthcare * Clinical Use Case of semantic-enabled AI-based Approaches * AI for Environmental Challenges * Semantics in Scholarly Communication and Scientific Knowledge Graphs * AI and LOD within GLAM (galleries, libraries, archives, and museums) institutions * Knowledge Graphs & hybrid AI for predictive maintenance and Industry 4.0/5.0 * Digital Humanities and Cultural Heritage * LegalTech, AI Safety, EU AI Act * Economics of Data, Data Services, and Data Ecosystems = Important Dates = * Abstract Submission Deadline: April 22, 2024 (11:59 pm, Hawaii time) * Paper Submission Deadline: April 29, 2024 (11:59 pm, Hawaii time) * Notification of Acceptance: June 11, 2024 (11:59 pm, Hawaii time) * Camera-Ready Paper: July 09, 2024 (11:59 pm, Hawaii time) Submissions will be through Easychair. Stay tuned for the submission link. = Author Guidelines and Submission = * The Research and Innovation Track welcomes long and short papers. Long papers should have 12-15 pages of content (excluding references) and short papers of a maximum length of 6 pages of content (excluding references). Since references are excluded from page counting, it is fine to have one or more additional pages for references if they are relevant to the study submitted. * Submissions should follow the guidelines of IOS Press. Details are available at https://www.iospress.com/book-article-instructions. * Abstract submission for all papers is a strict requirement. To facilitate bidding, we strongly suggest the authors submit structured abstracts. * All papers and abstracts have to be submitted electronically via EasyChair. * Submissions must be in English. * Submissions must adhere to the fair use of Large Language Models. Please refer to the SEMANTiCS full policy for more details.https://2024-eu.semantics.cc/page/llm-policy * Submissions must be anonymous; the reviewing process is double-blind, but reviewers will be able to disclose their identities if they wish, by signing their reviews. * Accepted papers will be published in open access proceedings by IOS Press, and the text of all the reviews (excluding the scores) of all the accepted papers will be posted on the conference website and will be archived on Zenodo as publicly available material. * At least one author of each accepted paper must present it in person and therefore register for the conference at the ONSITE rate. * All authors are strongly suggested to provide optional links to code, materials, and datasets during the submission process - we will have specific optional fields in the EasyChair submission form - the review process will take these into account when provided. To anonymise resources for the reviewing process, authors can use services like Anonymous GitHub https://anonymous.4open.science/ or figshare/Zenodo as described here. * The Research and Innovation Track will not accept papers that, at the time of submission, are under review or have already been published in or accepted for publication in a journal or another conference. * All authors will have the opportunity to provide an ORKG comparison in the Open Research Knowledge Graph (https://orkg.org) during the submission process - we will have a specific optional field in the EasyChair submission form. = Review and Evaluation Criteria = Each submission will be reviewed by at least three Programme Committee members. The reviewing process is double-blind. However, reviewers can disclose their identity by signing their reviews and/or adding one of their persistent identifiers (e.g. their ORCID). The text of all the reviews (excluding the scores) of all the accepted papers will be posted on the conference website with the basic bibliographic metadata of the reviewed submission (i.e. title and authors), and it will be archived on Zenodo as publicly available material. All the signed reviews of the accepted papers will be licensed using a Creative Commons Attribution license (CC-BY, the copyright holder will be the reviewer), except the anonymous ones that will be released in CC0. Papers submitted to this track will be evaluated according to the following criteria: * Appropriateness * Originality, novelty, and innovativeness * Impact of results * Technical quality of the methods * Soundness of the evaluation * Proper comparison to related work * Clarity and quality of writing * Reproducibility of results and resources For details please go to: https://2024-eu.semantics.cc/ <https://2024-eu.semantics.cc/> We are looking forward to your contribution! Mehwish Alam, Femke Ongenae & Angelo Salatino Research and Innovation Track Chairs

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CfP: Workshop on Advanced Analysis and recognition of Parliamentary corpora (ARPC) [Updated Due Date for Paper Submission: 15 March 2024]
by George Mikros 30 Jan '24

30 Jan '24

Apologies for cross-posting ======================= CALL FOR PAPERS (Updated Due Date for Paper Submission: 15 March 2024) Workshop on Advanced analysis and recognition of parliamentary corpora (ARPC) The ARPC organizing committee invites papers for the workshop to be held in physical format during the ICDAR 2024 conference (August 30 - September 4, 2024) in Athens, Greece (https://icdar2024.net/). The exact date of the ARPC workshop will be communicated soon. Workshop Context Data-driven insights from archives have the potential to steer academic research in a variety of fields. This workshop attempts to address the growing importance of employing advanced recognition and analytical methods and tools to decode the complexities within legislative and administrative documents of parliamentary origin. The workshop will deep dive into cutting-edge OCR techniques for parliamentary corpora. Further attention will be placed into recognizing patterns, extracting meaningful insights and understanding the intricate dimensions of contemporary and historical parliamentary discourse. The relevance of this topic lies in its potential to bridge previously isolated domains of research, fostering interdisciplinary collaboration. By connecting history, political science, and linguistics, participants will unlock a richer understanding of legislative evolution, political trends, and linguistic nuances embedded in parliamentary proceedings. A keynote presentation will open the workshop, followed by a couple of sessions dedicated to specific topics related to the analysis and recognition of parliamentary corpora. Each session will be concluded by a structured panel discussion. The organization of the ARPC workshop is supported by the Hellenic OCR Team. We encourage the authors to submit papers on the topics detailed below. Topics - The recognition of polytonic Greek fonts - Recognition of mixed text (printed and handwritten) - Parliamentary discourse analysis - Historical trends in parliamentary language use - Integration of linguistic and political science methodologies in OCR - Cross-lingual OCR challenges in parliamentary texts - Machine learning approaches for semantic analysis of parliamentary proceedings - Ethical considerations in the digitization and analysis of parliamentary records - Developing standardized formats for parliamentary data preservation - The role of OCR technology in enhancing public access to parliamentary archives - Comparative analysis of parliamentary rhetoric across different eras - The impact of digital humanities tools on legislative studies - Application of Natural Language Processing techniques in political discourse analysis - Automated categorization and indexing of parliamentary documents - Challenges and solutions in digitizing non-standard parliamentary texts. Paper Tracks There is both a standard conference paper track and a journal track at ICDAR 2024; details regarding the journal track may be found in a separate Call for Papers on the conference website, https://icdar2024.net/. ICDAR 2024 will follow a double blind review process. Authors should not include their names and affiliations anywhere in the manuscript. Authors should also ensure that their identity is not revealed indirectly by citing their previous work in the third person and omit acknowledgements until the camera-ready version. Important Dates 15 March 2024 - Paper submission deadline 19 April 2024 - Paper acceptance notification 30 April 2024 - Camera-ready paper 31 August 2024 - ARPC Workshop Submission Guidelines & Enquiries All proposals should be submitted electronically via an easychair online submission form: https://easychair.org/conferences/?conf=icdar2024 . Enquiries should be sent to pc-chairs(a)icdar2024.net <mailto:pc-chairs@icdar2024.net> . The submitted papers will respect the same policy and conditions of ICDAR 2023 conference papers. Papers should be formatted according to the instructions and style files provided by Springer. Papers accepted for the conference will be allocated up to 15 pages (usually not counting references) in the proceedings. Submissions are expected to be in the range of 10-15 pages. Each accepted paper requires at least one author to perform a full registration. The registration fee for only workshop participants will be discounted. Publisher ICDAR 2024 proceedings will be published under the Springer Lecture Notes in Computer Science (LNCS) series. This provides the proceedings of the conference and the workshops with an excellent online accessibility, including free access to SpringerLink via links on the conference website during one year after the publication and free access for everyone in SpringerLink four years after the publication. Organizing Committee Dr. Fotios Fitsilis (Scientific Service, Hellenic Parliament) Email: fitsilisf(a)parliament.gr <mailto:fitsilisf@parliament.gr> Prof. George Mikros (College of Humanities and Social Sciences, Hamad Bin Khalifa University), Email: gmikros(a)hbku.edu.qa <mailto:gmikros@hbku.edu.qa>

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[CfP] e-Commerce and NLP Workshop @ LREC-COLING 2024
by besnikf＠amazon.com 30 Jan '24

30 Jan '24

The Seventh Workshop on e-Commerce and NLP (ECNLP 7) Co-located with LREC-COLING 2024 in Torino, Italy – May 21, 2024 https://sites.google.com/view/ecnlp/ Submission Deadline: Friday Feb 23, 2024 - 23:59pm (AoE) ECNLP focuses on NLP for e-Commerce and online shopping applications. We welcome papers covering all aspects on online commerce and data, including search, retrieval, and customer-facing applications and tasks. Important Dates Submission Deadline: Friday Feb 23, 2024 - 23:59pm (AoE) Acceptance Notification: Friday March 29, 2024 Camera-ready versions: Friday April 12, 2024 Workshop: Tuesday May 21, 2024 Instructions for Authors Papers must be submitted in PDF format using the official LREC-COLING template. More details available on the website. Additional Information and Contact Details https://sites.google.com/view/ecnlp/home/ Workshop Scope ECNLP invites quality research contributions as short or long papers. All submissions will undergo a double-blind review process, and accepted submissions will be presented at the workshop. NLP and IR have been powering e-Commerce applications since the early days of the fields. Today, NLP and IR already play a significant role in e-commerce tasks, including product search, recommender systems, product question answering, machine translation, sentiment analysis, product description and review summarization, and customer review processing, among many other tasks. With the exploding popularity of chatbots and shopping assistants – both text- and voice-based – NLP, IR, question answering, and dialogue systems research is poised to transform e-commerce once again, but requires a forum where new and unfinished ideas could be discussed. The ECNLP workshop will provide a venue for the dissemination of NLP and IR research results related to e-commerce and online shopping, bringing together researchers from both academia and industry. The workshop welcomes submission of late-breaking and preliminary research results, as well as opinion and position papers. Topics of interest include but are not limited to: - Product classification and cataloguing (including into types and hierarchies) - NER for products, brands, attributes, and part names - Search and product query auto-completion - Recommender systems and product suggestions - Machine Translation applied to e-commerce (e.g. translating product titles/reviews) - Voice & dialogue-based e-commerce applications; ASR for e-commerce - Advertising and ad prediction/forecasting models - Fraud and spam detection in e-commerce (e.g. in customer reviews/comments) - Product description and review summarization - Product similarity and matching of seller-provided listings to catalog products - Technical support request processing (user emails, chat agents, etc.) - E-commerce related social media processing - The intersection of Computer Vision and NLP (e.g. product images and text) - Product Question Answering - Shopping assistants, agents, and chat bots - Sentiment analysis, opinion mining, and stance detection in user-generated content - Relevant resources and datasets Thank you, The ECNLP Organizing Committee

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