- Corpora - ELRA lists

Large Language Models Initiatives?
by Annemarie Friedrich 20 Mar '23

20 Mar '23

Dear CorporaList members, we are aiming to compile a list of initiatives/funded projects working on creating Large Language Models, similar to this one (https://leam.ai/). If you know such projects, we would be highly grateful if you could either reply to this list or contact us personally. Thank you very much. Mit freundlichen Grüßen / Best Regards Dr. Annemarie Friedrich https://annefried.github.io

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Call for Papers: 3rd Workshop on Computational Linguistics for the Political and Social Sciences (CPSS 2023)
by Simone Paolo Ponzetto 20 Mar '23

20 Mar '23

Call for Papers: 3rd Workshop on Computational Linguistics for the Political and Social Sciences (CPSS 2023): https://sites.google.com/view/cpss2023konvens/home-page * Workshop description * Our workshop aims to bring together researchers and ideas from computational linguistics/NLP and the text-as-data community from political and social science to foster collaboration and catalyze further interdisciplinary research efforts between these communities. * Potential topics * - Modeling political communication with NLP (e.g. topic classification, position measurement) - Mining policy debates from heterogeneous textual sources - Modeling complex social constructs (e.g. populism, polarization, identity) with NLP methods - Political bias in language models - Methodological insights in interdisciplinary collaboration: workflows, challenges, best practices - Application of NLP methods to understand and support democratic decision making - Resources and tools for Political/Social Science research - ... and more * Important dates * - Submission deadline: June 14, 2023 - Notification of acceptance: July 10, 2023 - Camera-ready deadline: July 20, 2023 - Workshop: September 22, 2023 The workshop is co-located with KONVENS 2023 in Ingolstadt (https://www.thi.de/konvens-2023). * Submissions * We solicit two types of submissions: - archival papers describing original and unpublished work (long papers: max. 8 pages, references/appendix excluded; short papers: max 4 pages, references/appendix excluded). Accepted papers will be published in the ACL anthology. Submissions will be accepted through softconf (link coming soon). For the submission format, refer to the KONVENS template. - non-archival papers (1-page abstracts, references excluded) describing already published research or ongoing work The two formats will meet the need of researchers from different communities, allowing the exchange of ideas in a "get to know each other" environment which we hope will foster future collaborations. Details on the submission system are to come soon in the 2nd CfP. For more information, please refer to the workshop website: https://sites.google.com/view/cpss2023konvens/home-page If you have any questions, please feel free to contact the workshop organisers. * Organizers * Gabriella Lapesa (U-Stuttgart) Christopher Klamm (U-Mannheim) Theresa Gessler (European University Viadrina) Valentin Gold (U-Göttingen) Simone Ponzetto (U-Mannheim)

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Post-doc position in Corpus Linguistics at IDS Mannheim
by Marc Kupietz 20 Mar '23

20 Mar '23

Job advertisement(see original version here) The Leibniz Institute for the German Language (IDS) in Mannheim, founded in 1964, is the leading international scientific centre for the documentation and research of the German language and its present use and recent history. The IDS has an annual budget of around 13.6 million Euro and currently has 220 employees. Together with 96 other non- university research and infrastructure institutions, it belongs to the Leibniz Association. Corpus linguistics at the Leibniz Institute for the German Language is one of the pioneers of this sub-discipline of linguistics, both nationally and internationally. For the project Methods of corpus analysis we are looking for a: Corpus Linguist(Reference number 02/2023) from 1 July 2023 or later, for the Corpus Linguistics Programme Area in the Department of Digital Linguistics. The employment relationship is initially limited to 2 years. A permanent cooperation is intended. In principle, the position can be made permanent after the successful completion of a structured procedure. The remuneration is in accordance with the remuneration group TV-L E13. Your area of responsibility essentially includes: * Development of methodologies for gaining linguistic insights from very large corpora * Development of language models and tools for analysis and visualization * Independent implementation and collaboration in corpus linguistic studies * Collaboration in the expansion of the German Reference Corpus * Independent creation of and collaboration on scientific publications * Active participation in scientific conferences * Participation in the further development of the field of corpus linguistics at IDS * Participation in interdepartmental scientific tasks and activities Requirements: * a university degree with a doctorate in linguistics, computational linguistics, mathematics, computer science, digital humanities or a comparable degree programme * Experience in dealing with large corpora * Programming experience * Proficiency in Unix and version control tools * Very good language skills in German and English (each at least B2) We offer:Working in the programme area of corpus linguistics at the IDS, together with a committed team and in the context of many national and international collaborations, allows new methods and technologies to be tested and productively used on the German reference corpus DeReKo, one of the world's largest linguistic corpora. The IDS also offers an interesting scientific field of work in a large linguistic research institute, in which there are many opportunities for cooperation both within and across projects. Through the IDS's diverse cooperations with universities, especially Mannheim and Heidelberg, the development of an academic career can also be fully supported. IDS also offers an attractive pension scheme, a cost subsidy for childcare and performance-related remuneration in accordance with the collective agreement of the Länder. IDS pursues the goal of professional equality between women and men and strives to increase the proportion of women in those areas in which they are underrepresented. Applications from women are therefore expressly welcome. The compatibility of work and family is particularly promoted by the IDS. IDS welcomes applications from severely disabled persons. Please send your convincing written application (letter of motivation, CV, references, list of publications summarized in a PDF document (max. 5 MB) until 30 April 2023 by e-mail to: Leibniz Institute for the German Language (IDS), Human Resources (e-mail: bewerbungen(at)ids- mannheim.de ) For further information, please contact Dr Marc Kupietz <kupietz(at)ids-mannheim.de>.

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PhD Position in Educational NLP, Hildesheim University, Germany
by Horbach, Andrea 19 Mar '23

19 Mar '23

1 PhD-Position in Educational NLP We invite applications for a fully funded PhD position at the University of Hildesheim (100%, TV-L E13 according to the German system) in the field of Educational NLP on topics such as automatic free-text assessment, feedback and exercise generation. The position starts in May, a later date is negotiable. It is initially funded for 3 years, an extension is possible. An ideal candidate has a master’s degree in computational linguistics, computer science, or a related discipline. Programming experience in Python and some experience in machine learning is expected. The position comes with a teaching obligation of 4 hours per week. The ability to teach in German is required. For more details including information on the application process, please refer to: https://bewerbung.uni-hildesheim.de/jobposting/c9651389f3ee489f7f95abc46c04… I am happy to answer questions (andrea.horbach(a)fernuni-hagen.de<mailto:andrea.horbach@fernuni-hagen.de>). Best regards, Andrea Andrea Horbach CATALPA - Center of Advanced Technology for Assisted Learning and Predictive Analytics<https://www.fernuni-hagen.de/forschung/schwerpunkte/catalpa/index.shtml> Nachwuchsgruppenleitung / Junior Research Group Leader „EduNLP“ ________________________________ FernUniversität in Hagen Gebäude 5 (PRG), Raum A107, Fon: 02331 987 1702 www.fernuni-hagen.de<https://www.fernuni-hagen.de/>

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Call for Papers: The 1st International Workshop on Implicit Author Characterization from Texts for Search and Retrieval (IACT’23)
by Marina Litvak 19 Mar '23

19 Mar '23

*Call for Papers: The 1st International Workshop on Implicit Author Characterization from Texts for Search and Retrieval (IACT’23) * The workshop will be held in conjunction with the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval Workshop website: https://en.sce.ac.il/news/iact23 July 27, 2023. Taipei, Taiwan. Paper submission deadline: April 25, 2023, AoE Submission link: https://easychair.org/conferences/?conf=iact23 To bring the research community's attention to the limitations of current models in recognizing and characterizing AI vs. human authors, we organize the first edition of IACT workshops under the umbrella of the SIGIR conference. Research works submitted to the workshop should foster scientific advances in all aspects of author characterization. All papers must be original and not simultaneously submitted to another journal or conference. The following paper categories are welcome: - *Full research papers*: up to 8 pages. Original and high-quality unpublished contributions to the theory and practical aspects of the workshop topics. - *Short research* *papers*: up to 5 pages. It can describe ongoing research, resources, and demos. - *Negative results* *papers*: up to 5 pages. Highlighting tested hypotheses that did not get the expected outcome is also welcomed. - *Position papers*: up to 5 pages. Discussing current and future research directions. The length constraints do not include references. The submissions must be anonymous and will be peer-reviewed by at least two program committee members. The authors of accepted papers will be given 15 minutes for a short oral presentation. The workshop will run as a hybrid event to allow virtual attendance and meet the SIGIR format. Papers must be submitted electronically in PDF format through Easy Chair <https://easychair.org/conferences/?conf=iact23>. All submissions must be in English and formatted according to the one-column CEUR-ART style with no page numbers. Templates in Word or LaTeX can be found in the following zip folder at http://ceur-ws.org/Vol-XXX/CEURART.zip. There is also an Overleaf <https://www.overleaf.com/latex/templates/template-for-submissions-to-ceur-w…> page for LaTeX users. Research works submitted to the workshop should foster the scientific advance on all aspects of implicit author information extraction from text, including but not limited to the following: - Differentiation between AI-generated content and human-generated content and bot profiling - Characterization of conversational agents - Feature detection of authors for human vs. AI determination - Prompt understanding and recognition in language models - Personalized question answering and conversation generation - Troll identification on social media - Review authenticity estimation - Multi-modal, multi-genre, and multilingual author analysis - Character analysis, description, and representation in narrative texts - Detecting implicit expressions of sentiment, emotion, opinion, and bias - Transfer learning for implicit author characterization - Implicit author characterization annotation schema - Evaluation of implicit author characterization - Author characterization in low-resource languages and under-studied domains - Accountability and regulation of AI-based information extraction, retrieval, and content generation - Copyright issues of AI-generated content - Ethical and privacy implications of author characterization and implicit information extraction - Fairness and bias of AI-generated content Organizing Committee: - Marina Litvak - marinal(a)ac.sce.ac.il; Shamoon College of Engineering Beer Sheva; Israel - Irina Rabaev - irinar(a)ac.sce.ac.il; Shamoon College of Engineering Beer Sheva; Israel - Alípio Mário Jorge - amjorge(a)fc.up.pt; University of Porto; Porto, Portugal - Ricardo Campos - ricardo.campos(a)ipt.pt; Polytechnic Institute of Tomar INESC TEC, Portugal; Porto, Portugal - Adam Jatowt - adam.jatowt(a)uibk.ac.at; University of Innsbruck; Innsbruck, Austria Invited Speakers: - Prof. Mark Last - Ben-Gurion University of the Negev, Israel - Prof. Dr. Valia Kordoni - Humboldt-Universität Berlin, Germany IACT’23 proceedings will be published at CEUR workshop proceedings (indexed in Scopus and DBLP) as long as they do not conflict with previous publication rights. Contact: - Dr. Marina Litvak: litvak.marina(a)gmail.com - Dr. Irina Rabaev: irinar(a)ac.sce.ac.il -- Best regards, Marina Litvak

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CFP deadline extension - MoTra-2023
by Maria Kunilovskaya 18 Mar '23

18 Mar '23

**Second Workshop on Modelling Translation: Translatology in the Digital Age** ** CFP deadline extension MoTra-2023 ** Paper submissions: 20 March 2023 --> 27 March 2023 Submissions page: https://openreview.net/group?id=NoDaLiDa/2023/Workshop/MoTra Website: https://sfb1102.uni-saarland.de/news/motra23-workshop-call-for-papers/ Workshop Day: May 22, 2023 Location: Tórshavn, Faroe Islands (hybrid format) **Topic and Goals of the Workshop** MoTra-2023 aims to promote interdisciplinary and computational approaches to human translation, offering an opportunity for researchers in empirical translation studies, computational and corpus linguistics, NLP, cognitive science to exchange knowledge and methodological expertise in modelling various aspects of translation. Along with traditional research questions related to translationese, variation in translation, translation quality assessment, we encourage submissions on interpreting studies, multimodal translation, modelling translational strategies from cognitive, semantic and pragmatic perspectives as well as contributions presenting language resources for translation studies and translation-related software. We are particularly interested in forging a link between translation studies and machine translation and invite research at the interface of these fields. This event seeks to follow up on the investigations reported by the previous edition of the workshop. The proceedings of MoTra-2021 covered a wide range of topics in translatology enhancing the understanding of *translationese*, i.e linguistic specificity of translations setting them apart from non-translations in the target language and exploring *variation in human translation*, including in contrast with machine translation (https://aclanthology.org/volumes/2021.motra-1/). The contributions described computational and NLP methods to model translation varieties (student/professional, human/machine, written/spoken) and translation processes/solutions, especially around particular items (translation problem triggers, discourse markers, adjectives, polarity items), and reported the results of manual linguistic analysis of modelling outcomes. **The workshop invites submissions on relevant research topics, including but not limited to:** - Translation and translationese detection, source language identification and quantitative analysis of translations - NLP approaches to translationese - Analysis and interpretation of variation in translation according to context (domain, register, genre), mode and medium (spoken, written, audio-visual), translator (professional, novice, crowd-sourced), recipient (simplified language) etc. - Intrinsic and extrinsic evaluation of translation models - Research at the interface between translation studies and machine translation - Contextualized and multimodal translation analysis - Computational semantics and pragmatics applied to translation studies - Sentiment and emotion analysis of translations - Human translation quality assessment and annotation - Computational models of translation types such as communicative translation, semantic translation, transcreation, intralingual translation, etc. - New corpora for translation studies, such as literary translation corpora, interpreting transcript datasets, learner translator corpora, etc. - Translation, post-editing, (error) annotation software - Cognitive modelling of translation processes, including cognitive load measurements and communication optimisation in translation **Invited Speakers** Maarit Koponen (University of Eastern Finland) **Program Committee** Silvia Bernardini (University of Bologna) Mario Bisiada (Universitat Pompeu Fabra) Yuri Bizzoni (Aarhus University) Lynne Bowker (University of Ottawa) Michael Carl (Kent State University) Oliver Czulo (Leipzig University) Cristina España i Bonet (DFKI GmbH) Alex Fraser (LMU Munich) Alina Karakanta (University of Trento) Stella Neumann (RWTH Aachen University) Antoni Oliver (Open University of Catanlunya) Maja Popovic (ADAPT Centre, DCU) Moritz Schaeffer (University of Mainz) Tatiana Serbina (RWTH Aachen University) Serge Sharoff (University of Leeds) Antonio Toral (University of Gröningen) **Organizers’ Contacts** Maria Kunilovskaya (maria.kunilovskaya(a)uni-saarland.de) Ekaterina Lapshinova-Koltunski (lapshinovakoltun(a)uni-hildesheim.de) Elke Teich (e.teich(a)mx.uni-saarland.de) **Important Dates** - Monday, March 20, 2023 -> Monday, March 27, 2023: Workshop paper submission deadline - Monday, April 17, 2023 -> Wednesday, April 19, 2023: Notification of acceptance - Monday, May 1, 2023: Camera-ready workshop papers due - Monday, May 22, 2023: The workshop day **Paper Submission** We invite submissions of three kinds: - long papers on substantial, original, and unpublished research, including empirical evaluation of results, up to 8 pages without references; - short papers on smaller, focused contributions, negative results, surveys, or opinion pieces, up to 4 pages without references; and - demonstration papers on software, systems, interfaces, infrastructures, language resources, data collections, or annotations, up to 4 pages without references. Papers accepted for presentation at the conference will appear in the NoDaLiDa 2023 proceedings, published as part of the NEALT Proceedings Series and in the ACL Anthology. Accepted papers will appear on the workshop website (https://sfb1102.uni-saarland.de/news/motra23-workshop-call-for-papers/), too. All submissions should be anonymous and should follow the official Nodalida 2023 LaTeX template (see https://www.nodalida2023.fo/call-for-papers/). The ACL author guidelines and anonymity rules apply. Papers that have been or will be submitted to other venues must indicate this at submission time, and must be withdrawn from the other venues if accepted to NoDALiDa 2023. At least one author of each accepted paper must register to attend the workshop. The submissions are planned through OpenReview. Submissions page: https://openreview.net/group?id=NoDaLiDa/2023/Workshop/MoTra To inquire about the submission and reviewing process or generally the workshop’s scientific program, please email: Maria Kunilovskaya maria.kunilovskaya(a)uni-saarland.de The workshop will be held in a hybrid format in conjunction with the NoDaLiDa Conference (https://www.nodalida2023.fo/) in Tórshavn, Faroe Islands.

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*SEM 2023: Deadline extension and final CFP
by Alexis Palmer 18 Mar '23

18 Mar '23

*SEM 2023 Final Call for Papers (https://sites.google.com/view/starsem2023) Deadline extension: March 18 → March 24, 2023! *SEM brings together researchers interested in the semantics of natural languages and its computational modeling. The conference embraces data-driven, neural, and probabilistic approaches, as well as symbolic approaches and everything in between; practical applications and resources as well as theoretical contributions are welcome. The long-term goal of *SEM is to provide a stable forum for the growing number of NLP researchers working on all aspects of semantics of (many and diverse!) natural languages. Topics of interest include, but are not limited to: * Lexical semantics and word representations * Compositional semantics and sentence representations * Statistical, machine learning and deep learning methods for semantics * Multilingual and cross-lingual semantics * Word sense disambiguation and induction * Semantic parsing; syntax-semantics interface * Frame semantics and semantic role labeling * Textual inference, entailment and question answering * Formal approaches to semantics * Extraction of events and causal and temporal relations * Entity linking; pronouns and coreference * Discourse, pragmatics, and dialogue * Machine reading * Extra-propositional aspects of meaning * Multiword and idiomatic expressions * Metaphor, irony, and humor * Knowledge mining and acquisition * Common sense reasoning * Language generation * Semantics in NLP applications: sentiment analysis, abusive language detection, summarization, fact-checking, etc. * Multidisciplinary research on semantics * Grounding and multimodal semantics * Human semantic processing * Semantic annotation, evaluation, and resources * Semantics for low-resource and * Ethical aspects and bias in semantic representations We encourage authors to think about the ethical aspects of their work, and to address and discuss all ethical questions and implications relevant to their research. STARSEM values reproducibility and particularly welcomes submissions that adhere to the reproducibility guidelines as specified here<https://folk.idi.ntnu.no/odderik/reproducibility_guidelines.pdf>. Important dates Paper submission deadline: 24 March 2023, AoE (extended!) Commitment deadline for ARR-reviewed papers: 17 April 2023, AoE Notification of acceptance: 15 May 2023 Camera-ready deadline: 29 May 2023, AoE STARSEM conference: 13-14 July 2023 (co-located with ACL 2023) Submission instructions Submissions must describe unpublished work and be written in English. We solicit both long and short papers. Please note that double submission of papers will need to be notified at submission. Long papers describe original research and may consist of up to eight (8) pages of content, plus unlimited pages for references. Final versions of long papers will be given one additional page of content (up to 9 pages) so that reviewers' comments can be taken into account. Short papers describe original focused research and may consist of up to four (4) pages, plus unlimited pages for references. Upon acceptance, short papers will be given five (5) content pages in the proceedings. Authors are encouraged to use this additional page to address reviewers comments in their final versions. Submissions should follow the ACL 2023 formatting requirements<https://2023.aclweb.org/calls/style_and_formatting/>. ACL Rolling Review (ARR) submissions can be committed to *SEM up to April 16th (OpenReview link to commit TBA), but new submissions need to be submitted through softconf by the March 18 deadline and will be reviewed by the *SEM-2023 program committee. Limitations and Ethics Statement sections after the conclusion (not counting towards the overall page limit) are allowed and encouraged, but they are not mandatory. In *SEM there is no special policy against multiple submissions, but this should be indicated at submission time. Submission link: https://softconf.com/acl2023/StarSEM2023 Organisers General Chair: Mohammad Taher Pilehvar, Tehran Institute for Advanced Studies Program Chairs: Jose Camacho-Collados, Cardiff University Alexis Palmer, University of Colorado Boulder Anonymity period To protect the integrity of double-blind review and ensure that submissions are reviewed fairly, we adopt the rules and guidelines for ACL conferences. The following rules and guidelines make reference to the anonymity period, which runs from 1 month before the submission deadline (starting February 18, 2023 11:59PM UTC-12:00) up to the date when your paper is either accepted, rejected (May 12, 2023), or withdrawn. * You may not make a non-anonymized version of your paper available online to the general community (for example, via a preprint server) during the anonymity period. By a version of a paper we understand another paper having essentially the same scientific content but possibly differing in minor details (including title and structure) and/or in length (e.g., an abstract is a version of the paper that it summarizes). * If you have posted a non-anonymized version of your paper online before the start of the anonymity period, you may submit an anonymized version to the conference. The submitted version must not refer to the non-anonymized version, and you must inform the program chair(s) that a non-anonymized version exists. * You may not update the non-anonymized version during the anonymity period, and we ask you not to advertise it on social media or take other actions that would further compromise double-blind reviewing during the anonymity period. * Note that, while you are not prohibited from making a non-anonymous version available online before the start of the anonymity period, this does make double-blind reviewing more difficult to maintain, and we therefore encourage you to wait until the end of the anonymity period if possible. Alternatively, you may consider submitting your work to the Computational Linguistics journal, which does not require anonymization and has a track for “short” (i.e., conference-length) papers. Website Further information can be found online at: https://sites.google.com/view/starsem2023 Alexis Palmer Assistant Professor Department of Linguistics University of Colorado Boulder alexis.palmer(a)colorado.edu<mailto:alexis.palmer@colorado.edu> 303-735-0418

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Second Call: Shared Task @ACL on Empathy Emotion, and Personality Detection in Interactions within WASSA
by valbarrierepro＠gmail.com 18 Mar '23

18 Mar '23

We invite you to participate in the shared task on Empathy Emotion and Personality Detection in Interactions, organized as part of WASSA 2023 at ACL 2023. This task aims to develop models that can predict Empathy, Emotion, Personnality recognition in short text and at the speech-turn in a conversation. **Task Description** We have a new task this year, with conversational data! You can participate in five different tracks: Track 1: Empathy and Emotion Prediction in Conversations (CONV), which consists in predicting the perceived empathy, emotion polarity and emotion intensity at the speech-turn-level in a conversation Track 2: Empathy Prediction (EMP), which consists in predicting both the empathic concern and the personal distress at the essay-level Track 3: Emotion Classification (EMO), which consists in predicting the emotion at the essay-level, in a multi-label way Track 4: Personality Prediction (PER), which consists in predicting the personality (Big Five) of the essay writer, knowing all his/her essays and the news article from which they reacted Track 5: Interpersonal Reactivity Index Prediction (IRI), which consists in predicting the IRI of the essay writer, knowing all his/her essays and the news article from which they reacted Note: You are free to participate in any or both tracks. For participation, please check: https://codalab.lisn.upsaclay.fr/competitions/11167 **Important Dates** February 28th, 2023: Initial training data release February 28th, 2023: Codalab competition website goes online, and development data released April 15th, 2023: Evaluation phase begins: development labels test data released April 18th, 2023: Deadline submission of final result on Codalab April 24th, 2023: Deadline system description paper (max. 4p) May 22nd, 2023: Notification of acceptance June 6th, 2023: Camera-ready papers due **Task Organizers** Valentin Barriere - Centro Nacional de Inteligencia Artificial , Chile Salvatore Giorgi - University of Pennsylvania, USA Joao Sedoc - New York University, USA Shabnam Tafreshi - ARLIS, Univeristy of Maryland, USA **Contact** wassa23empathy [at] gmail [dot] com **Join Google Group** wassa23empathy(a)googlegroups.com

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EACL 2023 News
by Joel Tetreault 18 Mar '23

18 Mar '23

Hello! It's been a relatively quiet time in NLP this week, hence why we're happy to make this big announcement: registration for EACL 2023 <https://2023.eacl.org/> is now open! acl.swoogo.com/EACL2023 <https://t.co/0RZkSFig3G> For accommodations, a block of rooms has been reserved at a discounted rate. Kindly reserve your room by April 18, 2023, while supplies last. More information can be found here: 2023.eacl.org/venue <https://t.co/SHlKkKdeg0> And that's not all! We've just released the general conference schedule here: 2023.eacl.org/program/main/ <https://t.co/o4REIe3A8O> where you can find the workshop schedule, tutorial schedule, and the list of accepted main conference papers and findings papers. I'm not finished. EACL 2023 is proud to announce three inspiring speakers to anchor our already great program: https://2023.eacl.org/program/invited/ * Edward Grefenstette (Cohere) * Kevin Munger (Penn State University) * Joyce Chai (University of Michigan) How to see you in two months!

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Rome Technopole - 11 Fully Founded Ph.D. positions in University of Rome Tor Vergata
by fabio.massimo.zanzotto＠uniroma2.it 17 Mar '23

17 Mar '23

A stunning opportunity to study Artificial Intelligence in Rome! Several open opportunities (11 positions). Deadline: 31/03/2023 11:59 AM CEST <https://dottorati.uniroma2.it/news.aspx?id_news=49> Call (in Italian) Apply <https://gestione.dottorati.uniroma2.it/application/default.aspx> here Highlighted Positions for the Ph.D. in Data Science <https://datasciencephd.uniroma2.it/> at University of Rome Tor Vergata: [1] a position with Prof. Roberto Basili (more info from basili(a)info.uniroma2.it <mailto:basili@info.uniroma2.it> ) Theme: "Entity Recognition, reconciliation for touristic forecasting and cultural heritage services based on neural language learning" [2] a position with Prof. Armando Stellato (more info from stellato(a)uniroma2.it <mailto:stellato@uniroma2.it> ) Theme: Knowledge Engineering for Environment, Social and Governance (ESG) [3] a position with Prof. Fabio Massimo Zanzotto (more info from fabio.massimo.zanzotto(a)uniroma2.it <mailto:fabio.massimo.zanzotto@uniroma2.it> ) Theme: Privacy in Pre-Trained Language Models: Data leakage from pre[1]trained transformers READ CAREFULLY If you what to have full consideration for position [3], please, produce a produce a 2-page report for this paper: <https://arxiv.org/abs/2202.05798> The Dual Form of Neural Networks Revisited: Connecting Test Time Predictions to Training Patterns via Spotlights of Attention and connect it with the paper: <https://www.jair.org/index.php/jair/article/view/11345/26472> View of Viewpoint: Human-in-the-loop Artificial Intelligence (jair.org) Then, send the 2-page report to me (fabio.massimo.zanzotto(a)uniroma2.it <mailto:fabio.massimo.zanzotto@uniroma2.it> ) with an e-mail Subject: Rome Technopole Privacy in Pre-trained Transformers

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