February 2024 - Corpora

Webminar by Smaranda Muresan (Columbia University)
by HiTZ zentroa 29 Feb '24

29 Feb '24

**** We apologize for the multiple copies of this email. In case you are already registered to the next webinar, you do not need to register again. **** Dear colleague, We are happy to announce the next webinar in the Language Technology webinar series organized by the HiTZ research center (Basque Center for Language Technology, http://hitz.eus). You can check the videos of previous webinars and the schedule for upcoming webinars here: http://www.hitz.eus/webinars Next webinar: Speaker: Smaranda Muresan (Columbia University) Title: Human-centric NLP: From Argumentation to Creativity Date: March 7, 2024 - 15:00 CET Summary: Abstract: Large language models (LLMs) constitute a paradigm shift in Natural Language Processing (NLP) and its applications across all domains. Models such as ChatGPT seem to possess human-like abilities --- reasoning about problems, passing bar exams, writing stories. But do they? In trying to answer this question, I will discuss three main desiderata for building human-centric NLP systems: knowledge-aware models, human-AI collaboration frameworks, and theoretically-grounded evaluation protocols. In this talk, I will use argumentation and creativity as two case studies. I will cover knowledge-aware models for implicit premise generation, human-AI collaboration framework for high-quality datasets creation (e.g., visual metaphors) and helping human solve tasks (e.g., writing short stories), and last but not least a novel evaluation protocol for assessing the creative capabilities of LLMs in both producing as well as assessing creative text. Bio: Smaranda Muresan is a Research Scientist at the Data Science Institute at Columbia University, a Visiting Associate Professor at Barnard College and an Amazon Scholar. Her research focuses on human-centric Natural Language Processing for social good and responsible computing. She develops theory-guided and knowledge-aware computational models for understanding and generating language in context (e.g., visual, social, multilingual, multicultural) with applications to computational social science, education, and public health. Research topics that she worked on over the years include: argument mining and generation, fact-checking and misinformation detection, figurative language understanding and generation (e.g., sarcasm, metaphor, idioms), and multilingual language processing for low-resource and endangered languages. Recently, her research interests include explainable models and human-AI collaboration frameworks for high-quality datasets creation. She received best papers awards at SIGDIAL 2017 and ACL 2018 (short paper). She served as a board member for the North American Chapter of the Association for Computational Linguistics Upcoming webinars: Ralf Schlüter (May 2, 2024) Marco Baroni (June 6, 2024) Check past and upcoming webinars at the following url: http://www.hitz.eus/webinars If you are interested in participating, please complete this registration form: http://www.hitz.eus/webinar_izenematea If you cannot attend this seminar, but you want to be informed of the following HiTZ webinars, please complete this registration form instead: http://www.hitz.eus/webinar_info Best wishes, HiTZ Zentroa P.S:HiTZ will not grant any type of certificate for attendance at these webinars.

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Reminder of the Call for Bids: LDK 2025
by Dagmar Gromann 29 Feb '24

29 Feb '24

Dear all, this is a quick reminder that the call for bids to locally organize LDK 2025 is still open. Please do not hesitate to contact us should you have any questions. Kind regards, Jorge Gracia Dagmar Gromann ========================== CALL FOR BIDS: LDK 2025 ========================== The Scientific Advisory Board of the Language, Data and Knowledge Conferences (LDK SAC) welcomes bids from organisers for the 5th Language, Data and Knowledge Conference in 2025. Proposals should consider the following criteria: Expected date: Summer 2025 (typically in September); Expected size: About 150 onsite participants; Accessible by international travel; Affordable accommodation for participants; The event is expected to be a 2-day conference with at least one additional day of workshops; Program chairs and proceedings chairs will be selected by the LDK SAC and work in close collaboration with the local organisers; Website hosting is provided by the University of Galway in line with the LDK SAC charter; The conference will most probably take place in hybrid mode. Funding for the conference should be covered by the registration fees. However, complementary support by other grants, projects, institutions or sponsorships by companies and other organisations is also welcome (if this is the case, it should be indicated in the application). The application should include a budget draft covering the following: Room hire covering a large lecture theatre for the main conference and 5-6 smaller rooms for the workshop day(s); Coffee breaks (and optionally lunch); One conference dinner; Poster session hall; Refreshments for a poster session (optional); Travel and accommodation for approx. 3 invited speakers; Marketing and material costs; Other dissemination expenses; Technical and administrative support costs, if any. The application should include a short CV of the local organiser/s, emphasising any previous experience in the organisation of scientific events, and a short description of the venue, highlighting any technical and administrative support that the host institution can provide. Please send your applications to Dagmar Gromann <dagmar.gromann(a)univie.ac.at <mailto:dagmar.gromann@univie.ac.at>> and Jorge Gracia <jogracia(a)unizar.es <mailto:jogracia@unizar.es>> by March 31st, 2024.

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The 47th German Conference on Artificial Intelligence 2024 Würzburg
by janna.omeliyanenko＠gmail.com 29 Feb '24

29 Feb '24

KI 2024 The 47th German Conference on Artificial Intelligence Würzburg, September 25-27, 2024 https://www.informatik.uni-wuerzburg.de/ki24/ ****************************************************** KI 2024 is the 47th edition of the German Conference on Artificial Intelligence (abbreviated KI for "Künstliche Intelligenz") organized in cooperation with the Fachbereich Künstliche Intelligenz of Gesellschaft für Informatik (GI-SIG AI). The German AI Conference basically started approx. 48 years ago with the first GI-SIG AI meeting on Oct. 7, 1975 (see the archive of GI-SIG AI). KI is one of the major European AI conferences and traditionally brings together academic and industrial researchers from all areas of AI, providing an ideal venue for exchanging news and research results on theory and applications. The technical program of KI 2024 comprises paper presentations as well as tutorials and workshops. Please find the detailed scope of the conference and submission information in the Call for Papers. Conference website: https://www.informatik.uni-wuerzburg.de/ki24/ Call for Paper: https://www.informatik.uni-wuerzburg.de/ki24/submissions/call-for-papers/ Organization: https://www.informatik.uni-wuerzburg.de/ki24/organization/ Submission: https://easychair.org/conferences/?conf=ki2024 Further calls (Doctoral Consortium, Workshops/Tutorials) will be added soon and announced separately. Important Dates =============== April 15, 2024: Workshop/Tutorial proposals April 20, 2024: Abstract submission April 27, 2024: Full paper submission September 23,24, 2024: KI workshops, tutorials, jointly with LWDA September 25-27, 2024: Main conference Organization ============ Prof. Dr. Andreas Hotho, University of Würzburg, Germany (PC chair) Prof. Dr. Sebastian Rudolph, TU Dresden, Germany (PC chair)

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Call for Participation: GenoVarDis at IberLEF 2024
by Luis Chiruzzo - Inco 28 Feb '24

28 Feb '24

*** Call for Participation for GenoVarDis at IberLEF 2024 *** GenoVarDis: NER in Genomic Variants and related Diseases at IberLEF 2024 https://codalab.lisn.upsaclay.fr/competitions/17733 We look forward to your participation in advancing Spanish biomedical text processing through the GenoVarDis challenge at IberLEF 2024. This task addresses the shortage of resources for Spanish in the domain of NER and genomic variants. The first one of this kind. By leveraging a unique corpus of a wider spectrum of mutations and variant-related entities (including gene, disease and symptom) in Spanish (mainly, translating from English and curated by human-experts), we aim to provide valuable data for training and evaluating NER models in this low-resource domain. Description of the task: * Given a text (sequence of tokens), identify the named entities as spans in the text and classify them according to one of: Variant on DNA sequence, RS number, Allele on DNA sequence, Wild type and mutant, Variant with insufficient information, and transcript IDs. Metrics will include precision, recall, and F1 scores for the task (F-score is the primary metric), considering exact matches. Example of text: Neurofibromatosis tipo I. Mutación de splicing detectada por MLPA y secuenciación en la Argentina La neurofibromatosis tipo 1 (NF1) es un desorden genético autosómico dominante, con una prevalencia de 1 en 2500-3000 nacidos vivos. La dificultad diagnóstica se debe al tamaño extenso del gen NF1 con pocos sitios hot-spot, la ausencia de una clara relación genotipo-fenotipo y rasgos clínicos con un espectro muy heterogéneo. Un caso sospechoso de NF1 procedente de la provincia de Jujuy fue analizado por MLPA (multiplex ligation-dependent probe amplification) en nuestro laboratorio. Mujer, adolescente mestiza (Amerindia/Europea), con un osteoma maxilar, lordosis lumbar, neurofibromas cutáneos y manchas café con leche. Por MLPA se detectó una alteración en el exón 13 del gen NF1. Por secuenciación del exón 13 se identificó una mutación “missense” en la posición 1466 del ARNm (NM_000267.3:c.1466A>G) que introduce un sitio de splicing aberrante. #pmid start end term entity 25919870 0 24 Neurofibromatosis tipo I Disease 25919870 101 125 neurofibromatosis tipo 1 Disease 25919870 127 130 NF1 Gene 25919870 291 294 NF1 Gene 25919870 447 450 NF1 Gene 25919870 640 655 Osteoma maxilar Disease 25919870 657 672 Lordosis lumbar Disease 25919870 674 696 Neurofibromas cutáneos Disease 25919870 699 721 Manchas café con leche Disease 25919870 747 771 Alteración en el exón 13 OtherMutation 25919870 780 783 NF1 Gene 25919870 833 872 Mutación “missense” en la posición 1466 OtherMutation 25919870 883 894 NM_000267.3 Transcript 25919870 895 904 c.1466A>G DNAMutation How to participate: If you want to participate in this task, please join our Codalab competition: https://codalab.lisn.upsaclay.fr/competitions/17733 Important Dates: * March 22, 2024: release training corpus. * May 24, 2024: release test corpus. * June 7, 2024: publication of results. * June 17, 2024: paper submission. * June 28, 2024: notification of acceptance. * July 3, 2024: camera ready paper submission. * September, 2024: IberLEF 202 Workshop.

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1 Postdoc and 2 PhD positions in NLP and ML for healthcare at Amsterdam UMC, University of Amsterdam
by Iacer Calixto 28 Feb '24

28 Feb '24

*** Apologies for cross-posting *** Dear colleagues, The NLP4Health Lab <https://eur04.safelinks.protection.outlook.com/?url=https%3A%2F%2Fnlp4healt…> in the Department of Medical Informatics at the Amsterdam UMC <https://www.amsterdamumc.org/en/research.htm> and University of Amsterdam <https://eur04.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.uva.n…> is hiring *one postdoctoral researcher *and *two PhD students* in *Responsible Natural Language Processing (NLP) and Machine Learning (ML) for Healthcare*, all positions are fully-funded. Do you have a strong background in NLP and ML, and a keen interest in large language models and healthcare? Please consider applying, we are accepting applications (until March 15*)! Please check details and apply via the links below: - PhD positions: https://werkenbij.amsterdamumc.org/en/vacatures/research/2-phd-positions-in… - Postdoc researcher position: https://werkenbij.amsterdamumc.org/en/vacatures/research/postdoctoral-resea… The positions are funded by an NGF AiNed Fellowship Grant for the "CaRe-NLP: Human-Centric and Responsible NLP methods for Dutch healthcare" project. The overall goal of the project is to develop human-centric and responsible NLP and ML methods for healthcare in the Netherlands, Europe, and worldwide. We will design, build, and evaluate state-of-the-art large language models (LLMs) for healthcare data that include (combinations of) free-text clinical notes collected in primary/secondary/intensive care settings, medical images, time series measurements, medical knowledge graphs, and multi-modal electronic heath records (EHRs). Our methods' goals are to ensure privacy and fairness, prevent bias, cope with data scarcity, and be interpretable and explainable. We collaborate with a network of clinicians across multiple specialties, and you will tackle relevant clinical problems with real-world impact. The project team is led by dr. Iacer Calixto and prof. Ameen Abu-Hanna, and we are housed at the Amsterdam UMC location University of Amsterdam in the beautiful city of Amsterdam. (Please feel free to share with your students/communities!) Have a great week, Iacer.

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The ReproHum 2024 Survey of NLP and ML researchers' experience and views of reproducibility
by Thomson, Craig 28 Feb '24

28 Feb '24

Dear Corpora list members, As part of the EPSRC UK ReproHum project (https://reprohum.github.io), we are performing a survey of NLP and ML researchers’ experience and views of reproducibility. We would like to hear from as many researchers as possible (NLP or ML), not just those who work on evaluation! If you completed a similar survey in 2022 then you can still complete this one, we are interested in the difference in your experience and views between then and now. We would be most grateful if you are able to spend 5-10 minutes taking part in the survey, it can be accessed via the below link: https://forms.gle/RshrHcvAXxAEEFj59 With thanks and apologies for cross-posting. Craig Thomson Research Fellow Computing Science University of Aberdeen The University of Aberdeen is a charity registered in Scotland, No SC013683. Tha Oilthigh Obar Dheathain na charthannas clàraichte ann an Alba, Àir. SC013683.

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PAN 2024: Shared Tasks on Authorship Analysis, Computational Ethics, and Originality
by Matti Wiegmann 28 Feb '24

28 Feb '24

PAN 2024: Shared Tasks on Authorship Analysis, Computational Ethics, and Originality Call for Participation We'd like to invite you to participate in the following shared tasks at PAN 2024 held in conjunction with the CLEF conference in Grenoble, France. 1. Voight-Kampff Generative AI Authorship Verification. Given two texts, one authored by a human, one by a machine: pick out the human. https://pan.webis.de/clef24/pan24-web/generated-content-analysis.html 2. Oppositional Thinking Analysis. Given an online message, is it a conspiracy theory or critical thinking? https://pan.webis.de/clef24/pan24-web/oppositional-thinking-analysis.html 3. Multi-Author Writing Style Analysis. Given a document, determine at which positions the author changes. https://pan.webis.de/clef24/pan24-web/style-change-detection.html 4. Multilingual Text Detoxification. Given a toxic piece of text, re-write it in a non-toxic way while saving the main content as much as possible. https://pan.webis.de/clef24/pan24-web/text-detoxification.html Find out more at https://pan.webis.de/clef24/pan24-web Important Dates -------------------------- now Training Data Released May 05, 2024 Software submission May 31, 2024 Participant paper submission June 24, 2024 Peer review notification July 08, 2024 Camera-ready participant papers submission Sep 09-12, 2024 Conference Links -------------------------- PAN: https://pan.webis.de Contact: pan(a)webis.de We are looking forward to your submission! The PAN team

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CLEF-2024 CheckThat! Lab -- Call for Participation (training set available for all tasks)
by Piotr Przybyła 28 Feb '24

28 Feb '24

Dear colleague, We invite you to participate in the 2024 edition of the CheckThat! Lab at CLEF 2024. This year, we feature six tasks ---two follow-up and four new--- that correspond to important components within and around the full fact-checking pipeline in multiple languages: Task 1 Check-worthiness in tweets. to identify claims that could be important to verify on social- and mainstream media (the only task that has been organized during all editions of the lab; Available in Arabic, English, Dutch and Spanish. Task 2 Subjectivity in news articles. to spot text that should be processed with specific strategies; benefiting the fact-checking pipeline. Available in Arabic, English, German, Italian, and Multilingual. Task 3 Persuasion Techniques. to identify text spans in which a persuasion technique is being issued to influence the reader. This task is offered in four languages: Arabic, Bulgarian, English, Portuguese and Slovene. Task 4 Detecting hero, villain, and victim from memes. Detecting hero, villain, and victim from memes:} to predict the role of each entity: hero, villain, victim, or other in a given meme and a list of entities. Available in Arabic, English and Code-mixed. Task 5 Rumor Verification using Evidence from Authorities. to retrieve evidence from trusted sources (authorities that have “real knowledge'' on the matter) and determine if the rumor is supported, refuted, or unverifiable according to the evidence. Available in Arabic and English. Task 6 Robustness of Credibility Assessment with Adversarial Examples. to discover small changes that could be applied to misinformation text, causing the provided classifiers to make wrong predictions. Available for news articles, tweets, propaganda techniques and claims (including regarding COVID-19) in English. Further information: https://checkthat.gitlab.io/ Datasets: https://gitlab.com/checkthat_lab/clef2024-checkthat-lab <https://gitlab.com/checkthat_lab/clef2023-checkthat-lab> Register and participate: https://clef2024-labs-registration.dei.unipd.it/registrationForm.php <https://clef2023-labs-registration.dei.unipd.it/registrationForm.php> Important Dates --------------------- - November 2023: Lab registration opens - January 2024: Release of the training materials - 22 April 2024: Lab registration closes - 2 May 2024: Beginning of the evaluation cycle (test sets release) - 6 May 2024 (23:59 AOE): End of the evaluation cycle (run submission) - 31 May 2024: Deadline for the submission of working notes - 10 June 2024: Submission of Condensed Lab Overviews [LNCS] - 21 June 2024: Camera Ready Copy of Condensed Lab Overviews [LNCS] due - 24 June 2024: Notification of acceptance of working notes - 8 July 2024: Deadline for submission of camera-ready working notes - 22-26 July 2024: Preview of working notes - 9-12 September 2024: CLEF 2024 Conference in Grenoble, France Best regards, The CLEF-2024 CheckThat! Lab Shared Task Organizers

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ASONAM 2024: Call for Workshop Proposals
by Rajesh Sharma 28 Feb '24

28 Feb '24

The 16th International Conference on Advances in Social Networks Analysis and Mining -ASONAM-2024 September 02-05, 2024, Calabria, Italy. Conference Link: https://asonam.cpsc.ucalgary.ca/2024/ Workshop information : https://asonam.cpsc.ucalgary.ca/2024/CFW.php#key_dates CALL FOR WORKSHOP PROPOSALS The 16th International Conference on Advances in Social Networks Analysis and Mining (ASONAM-2024) invites proposals for workshops at its annual conference. ASONAM 2024 will be held between September 02-05, 2024 in Calabria, Italy. ASONAM is an interdisciplinary venue that brings together practitioners and researchers from a variety of Social Network Analysis and Mining fields to promote collaborations and exchange of ideas and practices. The ASONAM 2024 Committee invites proposals for workshops to be held on September 02-05, 2024 in conjunction with the main ASONAM 2024 conference. Workshops can be either scheduled for a full day (morning and afternoon) or for half a day. Proposals should include following information: - The name of the workshop. - The names and addresses of the organizers, and a designated contact person. - Description of the workshop: abstract, objectives, relevance, and expected outcome. - The names of program committee members and, if applicable, other potential applicants. - A description of the plans for workshop (e.g., program, keynotes, highlights, etc.). - The expected number of attendees and the planned length of the workshop. - A description of past versions of the workshop, including dates, organizers, submission and acceptance counts, attendance, sites, and any other relevant information. Important dates: Workshop proposal deadline March 20, 2024 11:59 PM AoE Workshop acceptance notification April 10, 2024 11:59 PM AoE For paper submission in your proposal, reviewing and final revisions, please consider the following deadlines: Workshop paper submission deadline June 10, 2024 11:59 PM AoE Workshop paper acceptance notification July 10, 2024 11:59 PM AoE Workshop paper camera-ready deadline July 18, 2024 11:59 PM AoE Organizers of accepted proposals will be responsible for publicizing and running the workshop, including sending out calls for papers, reviewing submissions, producing the camera ready workshop proceedings, and organizing the meeting days. Submission Link: https://easychair.org/conferences/?conf=workshopsasonam2024 Looking forward to your workshop proposals which will help make ASONAM 2024 a success! Kind Regards Rajesh Sharma Associate Professor, Head, Computational Social Science Lab, Institute of Computer Science, University of Tartu, Estonia https://rajeshsharma.cs.ut.ee/

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WojoodNER 2024 The 2nd Arabic Named Entity Recognition Shared Task
by Mustafa Jarrar 28 Feb '24

28 Feb '24

WojoodNER 2024 The 2nd Arabic Named Entity Recognition Shared Task at ArabicNLP’24 https://dlnlp.ai/st/wojood/ ندعوكم للمشاركة في المسابقة العلمية الثانية لاكتشاف الاعلام في النصوص العربية. سيحصل المشاركين على مدونة وجود الجديدة (٥٥٠ الف كلمة + انواع مفصلة من الاعلام). يوجد ثلاث مهام في المسابقة يمكن المشاركة باي منها، احدى المهام حول الحرب على غزة ويمكن للمشاركين استخدام بيانات خارجية فيها Dataset: Wojood-Fine <https://aclanthology.org/2023.arabicnlp-1.25/> New version: Arabic Fine-Grained Entity Recognition (Wojood + Subtypes of entity types). Subtask-1 (Closed-Track Flat Fine-Grain NER): We provide the Wojood-Fine Flat train (70%) and development (10%) datasets. The final evaluation will be on the test set (20%). External data is not allowed .... (read more <https://dlnlp.ai/st/wojood/>). Subtask-2 (Closed-Track Nested Fine-Grain NER): This subtask is similar to the subtask-1, we provide the Wojood-Fine Nested train (70%) and development (10%) datasets. The final evaluation will be on the test set (20%) .... (read more <https://dlnlp.ai/st/wojood/>). Subtask-3 (Open-Track NER - Gaza War): to allow participants to reflect on the utility of NER in the context of real-world events, allow them to use external resources, and encourage them to use generative models in different ways (fine-tuned, zero-shot learning, in-context learning, etc.). The goal of focusing on generative models in this particular subtask is to help the Arabic NLP research community better understand the capabilities and performance gaps of LLMs in information extraction, an area currently understudied. We provide development and test data related to the current War on Gaza. This is motivated by the assumption that discourse about recent global events will involve mentions from different data distribution. For this subtask, we include data from five different news domains related to the War on Gaza - but we keep the names of the domains hidden. Participants will be given a development dataset (10K tokens, 2K from each of the five domains), and a testing dataset (50K tokens, 10K from each domain). Both development and testing sets are manually annotated with fine-grain named entities using the same annotation guidelines used in Subtask1 and Subtask2 (also described in Liqreina et al., 2023). .... (read more <https://dlnlp.ai/st/wojood/>). BASELINES Two baseline models trained on WojoodFine (flat and nested) are provided (See Liqreina et al., 2023 <https://aclanthology.org/2023.arabicnlp-1.25/>). The code used to produce these baselines is available on GitHub <https://github.com/SinaLab/ArabicNER>. Subtask Precision Recall Average Micro-F1 Flat Fine-Grain NER (Subtask 1) 0.8870 0.8966 0.8917 Nested Fine-Grain NER (Subtask 2) 0.9179 0.9279 0.9229 GOOGLE COLAB NOTEBOOKS To allow you to experiment with the baseline, we authored four Google Colab notebooks that demonstrate how to train and evaluate our baseline models. [1] Train Flat Fine-Grain NER <https://gist.github.com/mohammedkhalilia/72c3261734d7715094089bdf4de74b4a>: This notebook can be used to train our ArabicNER model on the flat Fine-grain NER task using the sample Wojood_Fine data. [2] Evaluate Flat Fine-Grain NER <https://gist.github.com/mohammedkhalilia/c807eb1ccb15416b187c32a362001665>: This notebook will use the trained model saved from the notebook above to perform evaluation on unseen dataset. [3] Train Nested Fine-Grain NER <https://gist.github.com/mohammedkhalilia/a4d83d4e43682d1efcdf299d41beb3da>: This notebook can be used to train our ArabicNER model on the nested Fine-grain task using the sample Wojood data. [4] Evaluate Nested Fine-Grain NER <https://gist.github.com/mohammedkhalilia/9134510aa2684464f57de7934c97138b>: This notebook will use the trained model saved from the notebook above to perform evaluation on unseen dataset. REGISTRATION Participants need to register via this form (NERSharedTask 2024) <https://docs.google.com/forms/d/1ISMILgQYfUug3XuDpxFmuPASXkWaduYOUc3xOZuGwq…>. Participating teams will be provided with common training development datasets. No external manually labelled datasets are allowed. Blind test data set will be used to evaluate the output of the participating teams. Each team is allowed a maximum of 3 submissions. All teams are required to report on the development and test sets (after results are announced) in their write-ups. FAQ For any questions related to this task, please check our Frequently Asked Questions <https://docs.google.com/document/d/1W_13FRpP3NbDx_ALYJWA3-ESXPRVomOjNovUuYf…> IMPORTANT DATES - February 25, 2024: Shared task announcement. - March 1, 2024: Release of training data, development sets, scoring script, and Codalab links. - April 5, 2024: Registration deadline. - April 26, 2024: Test set made available. - May 3, 2024: Codalab Test system submission deadline. - May 10, 2024: Shared task system paper submissions due. - June 17, 2024: Notification of acceptance. - July 1, 2024: Camera-ready version. - August 16, 2024: ArabicNLP 2024 conference in Thailand. CONTACT For any questions related to this task, please contact the organizers directly using the following email address: NERSharedtask(a)gmail.com <mailto:NERSharedtask@gmail.com> . ORGANIZERS - Mustafa Jarrar, Birzeit University - Muhammad Abdul-Mageed, University of British Columbia & MBZUAI - Mohammed Khalilia, Birzeit University - Bashar Talafha, University of British Columbia - AbdelRahim Elmadany, University of British Columbia - Nagham Hamad, Birzeit University --Mustafa __________________________ Mustafa Jarrar, PhD Professor of Artificial Intelligence Chair, PhD Program in Computer Science Birzeit University, Palestine Whatsapp:+972599662258 | mjarrar(a)birzeit.edu <mailto:mjarrar@birzeit.edu> http://www.jarrar.info <http://www.jarrar.info/>

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