OpenMethods @openmethods_dh
OpenMethods Metablog, Humanities at Scale, a DARIAH EU project funded by Horizon2020 openmethods.dariah.eu Joined September 2017-
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New content: “Document Enrichment as a Tool for Automated Interview Coding” ift.tt/Vesm56t
Important points:
...and now adding @digirhet to the tweet (Staphanie, thanks for sharing!)
Today we highlight a video from @humcommons in which Drs. Stephanie Vie & Jennifer deWinter (@jennomiko ) explain tools for critical discourse analysis. By doing so, they also introduce their students to tool criticism thinking! bit.ly/3Hbc5gg #digitalhumanities
New content: SPARQL for music: when melodies meet ontology ift.tt/hIkipMW
New content: Humanities Data Analysis: Case Studies with Python — Humanities Data Analysis: Case Studies with Python ift.tt/MRnoqYZ
...and while our editor-in-chief @etothczifra is sorting out the social life of OpenMethods on Mastodon, check out our new post, featuring the interactive book, Humanities Data Analysis: Case Studies with Python! openmethods.dariah.eu/2022/11/21/hum… #digitalhumanities #dataanalysis #Python
New content: What is PixPlot? (DH Tools) – YouTube ift.tt/YEzeckf
Today, we highlight PixPlot, a Python-based tool for clustering and analysing images, developed at the @YaleDHLab . Enjoy! openmethods.dariah.eu/2022/10/09/wha… #digitalhumanities #machinelearning .
New content: Navigating the centuries with the ‘Mapping of the Republic of Letters’ project. ift.tt/a8l9iF4
New content: OpenMethods Spotlights #4 Improving access to Asian cultural heritage and enabling new ways to connect and study them: a podcast with Alíz Horváth and Shih-Pei Chen ift.tt/Bed2nPO
You can enjoy the special summer episode of our Spotlight series as a #DigitalHumanities #podcast in which our @alizhorvathaliz is talking w Shih-Pei Chen ( @Mpiwg ) about #Asianstuies , LoGaRT, RISE, why local gazetteers are goldmines…and many more! openmethods.dariah.eu/2022/08/08/ope…
New content: LoGaRT and RISE: Two multilingual tools from the Max Planck Institute for the History of Science ift.tt/yaCnwq4
Today, @alizhorvathaliz brings two tools to OpenMethods: LoGaRT and RISE. Both have been developed by @Mpiwg to facilitate analysis & access to resources in #Asia and #Eurasia studies. Enjoy! openmethods.dariah.eu/2022/06/15/log… #digitalhumanities #Asianstudies #historyofscience
New content: Open Source Tool Allows Users to Create Interactive Timelines – Digital Humanities at A-State ift.tt/R2VwDpm

DHd2024 @DHdKonferenz
2K Followers 1K Following 10.Jahrestagung des Verbands »Digital Humanities im deutschsprachigen Raum« in Passau. Es twittert @philaut_
DARIAH-EU | @dariaheu... @DARIAHeu
10K Followers 4K Following The Digital Research Infrastructure for the Arts and Humanities - Creating, connecting and sharing knowledge about culture and society. #DARIAH10
DHd (@[email protected]... @DHdInfo
4K Followers 718 Following Digital Humanities im deutschsprachigen Raum e.V. (DHd)/ Association Digital Humanities in German Speaking Countries; hier twittern @vivien_vcw ^vw & @uwuttke
OPERAS Research Infra... @OPERASEU
3K Followers 898 Following 🛑 Not anymore active on X ➞ Follow us on Linkedin: https://t.co/rg4AiO27JT Distributed #researchinfrastructure for open #scholcomm in #SSH.
Red HD @Red_HD
4K Followers 570 Following La Red de Humanidades Digitales es un grupo que busca promover y fortalecer la investigación humanística digital.
TRIPLE Project @TripleEU
840 Followers 283 Following Funded by @EU_H2020 as an @OPERASEU #OS project to develop #GoTriple, an innovative multilingual discovery service for the #SSH #Discover #Connect #Collaborate
Peer Trilcke (peertri... @peertrilcke
2K Followers 3K Following (Computational) Literary Studies & Cultural Heritage | Head of @FontaneArchiv, Prof in German Literature @unipotsdam, Speaker of @DH_Potsdam, Editor @jcls_io
@[email protected]... @Jberenike
1K Followers 2K Following prof @unibielefeld pi @sfb_comparing #literature #dh #comparing #style #creativity #metaphor #space #emotion #digitalreading
Data Center for the H... @dch_cologne
904 Followers 369 Following Geisteswissenschaftliches Forschungsdatenzentrum @Philfak_koeln @UniCologne | #FDM-Sprechstunde: Mo, 13–15 h | #FDM-Services | #10JahreDCH | info-dch@uni-koeln
Jana Keck @janasinakeck
1K Followers 2K Following Research Fellow and Head of Digital History @GHIWashington | https://t.co/NnFxsn1qlk l #digitalhistory #migrationhistory #thoughtsaremyown
RacheleSprugnoli - @R... @RSprugnoli
2K Followers 1K Following Computational linguist and digital humanist | @AILC_NLP publicity co-chair | Formerly @unipr, @ERC_LiLa, @DH_FBK
Europeana Research @EurResearch
4K Followers 1K Following A satellite of @Europeanaeu - All about #DigitalCulturalHeritage, #Academia and #Research. https://t.co/DbG0jpIEzs
Erzsébet Tóth-Czifr... @etothczifra
880 Followers 880 Following Linguist, Agent, Experiencer. Head of Programme at @CoARAssessment . Strongly committed to democracy and equity in science.
Agiati Benardou @agiati
2K Followers 2K Following President of Board of Directors @DARIAHeu | @DigCurationUnit, @athenaRICinfo | Informatics @AUEB | @lifomag | Digital Heritage
Christopher Nunn @ChNunn
1K Followers 1K Following Patristics & DH @UniHeidelberg; studied Theology & Classics; @TheoLab_HD | @openmethods_dh | Ethics Education @HSE_Heidelberg | Mastodon: @[email protected]
Research Data MGMT & ... @fdmincoop
4K Followers 4K Following AS-D (deɪvɪ) #SiaradCymraeg Moin! Universität Witten/Herdecke (FDM) #Erfahrungsschatz #FAIRdata #Forschungsdaten(management) Kolumne FD 4 B.I.T.
Drahomira @Drahomira_C
297 Followers 1K Following
Impresso project @ImpressoProject
925 Followers 357 Following Media Monitoring of the Past. Mastodon: @[email protected] Led by @EPFL DHLAB, ICL Uni Zurich, @C2DH & @UNIL. Funded by the @SNSF_ch Sinergia program.
Agnieszka Szulińska ... @aszen_one
246 Followers 573 Following 🛑 Not anymore active on X ➞ Follow me on BlueSky: @aszulinska.bsky.social
Richard Williams @Williams_R_B
326 Followers 1K Following Postdoc in Open Science, TUM. ERC-funded Philosophy of Open Science research group. Philosophy of Science, Political Philosophy. Views own.
Dr Zafar Ullah @ullahdhude
402 Followers 3K Following Digital Humanist. Text Miner, Linguist, Researcher
Laboratorio INTERVISU... @intervisualab
129 Followers 758 Following Laboratorio Interdisciplinar de Estudios Visuales y Museografía Digital de la @fcedei_urjc en @urjc. #arthistory #museums #digitalhumanities 🔬 ⚱ 🖥 🔎 🏛 🏺
Rodrigo N C @biomedicocf
30 Followers 901 Following Apenas um homem temente a Deus, em busca da verdade e com sede de justiça e liberdade...
Corinna Ceci @CorinnaCeci
4 Followers 88 Following I seek bridges between politics, marketing, communication, AI. / Also, photographer to carry on my war, Writing poems not to make war on myself.
Rehab Ouf (رحاب �... @rehabouf
21K Followers 8K Following Bibliothécaire de formation, de vocation et de passion @bibalexOfficial Bibliotheca Alexandrina @IFLA Bibliography Section Chair & ISBD RG Outgoing Chair
Ed Dodds - Revangel @Cybermissiology
399 Followers 5K Following #Revangel #UndergroundSeminary #FreeTheOppressed #StopFeedingTheDemons * *reminder to myself
Dr. Autumn Brown @FairyTaleSci
688 Followers 2K Following Science & Culture//Art-Science//Informal Science Learning // Vicious ginger// Previously @WHOI & @EdinburghUni// Currently @ucddublin & @tcddublin
Miss Frown @Miss_Frown
0 Followers 83 Following The world is a fine place and worth fighting for... I agree with the second part...
amin farahani @am_farahani_92
194 Followers 2K Following Independent researcher living two lives; #1: STS; Digital Sociology; Digital Methods #2: Persian Classic Art & Lit; esp. Alexander Romance tradition in the East
vera estrada burrows @veraeburrows
133 Followers 283 Following Latin American Literatures and Cultures Ph.D program at UT Austin. Guatemala: 20th century culture of violence and genocide; 21st century culture of terror.
Daria K., PhD – @da... @dareiadareia
227 Followers 398 Following • Classics&DH • Research Manager @Lectio_KULeuven • DPhil'22 @oxfordclassics (on Greek & Lat "publication") сегодня я прощаюсь, послезавтра я опять буду здесь
Jyothi Justin @JustinJyothi
294 Followers 2K Following Doctorate from @dh_iiti on @CartoCourage. Peace lover. #Feminism #DigitalHumanities #DalitMassacres #SpatialHumanities #Ecolit #EcoDH. @CLSinfra @HASTACscholars
DARIAH-LU @DARIAH_LU
186 Followers 515 Following Empowering Arts & Humanities digital research in Luxembourg to create, connect and share knowledge about culture and society
Kahmin Tan @kahmin_tan
400 Followers 7K Following MA Medieval History, IMS Leeds BA History, Nanjing University Arts and Commerce Class (AC), Foon Yew High School https://t.co/Ri9CFAGfYq
Name can't be blank @22nd_Username
11 Followers 828 Following
Dr. Cylcia Bolibaugh @CBolibaugh
632 Followers 2K Following Assoc prof @DeptEdYork. Language processing & acquisition, open research @irisdatabase | @OASIS_Database. Find me @[email protected]
GraspOS @GraspOS_project
696 Followers 638 Following #HorizonEurope project aiming at supporting emerging policy reforms and paving the way towards an Open Science-aware Responsible Research Assessment system
Eduard Jacob @EduardJacob3
10 Followers 307 Following psychiater,tennis, clavecimbel en pianospeler boekenverzamelaar
Sarah Hoover @SarahJHoover
600 Followers 2K Following Dramaturgy, interactive theatre, postdoc with @CLSINFRA at @UniOfGalway. https://t.co/wqwbVRyiXc - new book.
Ozan Tekin @Ozantekk
139 Followers 2K Following Educator @Sabancı University , PhD student @University of Amsterdam , EAP Instructor, life-long learner, humanities and languages,
Reggemore Marongedze ... @Hutsuro
477 Followers 2K Following Coined Hutsuro Philosophy. He is a Digital Humanist, Literary Critic, Historical Linguist, Editor, Translator, Ethnomusicologist, Lexicographer, Lecturer, UZ.
Multilingual DH DARIA... @MultilingDHwg
83 Followers 134 Following Our Working Group promotes multilingual DH thru networking, meetings, workshops, publications &more. Chair: @alizhorvathaliz, Co-chair: Maroussia Bednarkiewicz
Stephanie J. Lahey, P... @SJLahey
2K Followers 827 Following Andrews Fellow in #BookScience @OldBooksNewSci @UofT· olim: @theUL+@GirtonCollege· @UofTCMS @UVic @LUCAS_Leiden @uOttawa @SMUHalifax· #Quant #Manuscripts 🇨🇦
Dr. Verónica Espinoz... @Verukita1
5K Followers 3K Following 👥PhD Humanities 🧠 MSc Neurobiology 🧪BSc Chemistry #networkscience #gephi #neuroscience #chemistry #digitalhumanities #datasceince
Benedikt Brunner @BenBrun86
1K Followers 4K Following Geschichte und Theologie. Volkskirche; Sterben und Tod im 16. und 17. Jh. Research Fellow @IEG_Mainz
Eric Brasil @ericbrasiln
2K Followers 2K Following Professor at @unilaboficial & @ppgihd_ufrrj | @labhdufba | Managing Editor of @ProgHist pt
Ludovica Marinucci @LudMarinucci
231 Followers 609 Following Inveterate geek interested in History of Science, Philosophy of Technology and Ethics of Artificial Intelligence.
Wachi Klung @golfwachi
182 Followers 783 Following Lecturer, Open Access, Institutional Repository, Digital curation, Scholarly communication, Archives, Research data management
Tyler Dell @tylerdell6
483 Followers 5K Following MLIS and dev at @sunapsisteam Java/Python, applied ontology, logic, scholarly communication, academic publishing, and public/citizen/open/meta science
EdKo @konjhodzic
5 Followers 578 Following
Sam @samaneh_shn
95 Followers 140 Following Obsessed with data 📊, driven by curiosity 🧠—always crafting something meaningful from the chaos 🔍✨
münevver @m_gulce
582 Followers 1K Following PhD student @TUDOReligion MA Middle East Studies @columbia MA Islamic Law @marunilahiyat BA @sau_if Islamic Law| Politics
Rohan Chauhan @rohanchn_
94 Followers 285 Following comp lit, south asia, libraries, textual studies, digital methods | PhDing @UnivofDelhi | India field rep @visitHMML & @PersDig_UMD | @DigiOrientalist | he/him
Rongqian Ma @rongqian_m
135 Followers 489 Following Assistant Professor @IULuddy. Digital humanities, computational literary studies, digital archives, scholarly communication.
PolifoniaH2020 @PolifoniaH2020
447 Followers 1K Following EU H2020 Project applying AI for enhancing our understanding of EU musical heritage from 1500s to 1950s. Research programme under grant agreement N. 101004746.
eCHOing EU @eCHOing_EU
142 Followers 436 Following An Erasmus+ project that aims to create collaborative opportunities between Higher Education Institutions and Cultural organizations through open innovation.
Open Science Poland @OtwartaNauka
306 Followers 1K Following #OtwartaNauka #OpenAccess #OpenResearch #OpenScience official profile of Excellence Initiative @filozoficznyUJ @JagiellonskiUni @[email protected] pl/en
Ederson Almeida @edertec
565 Followers 2K Following Inteligência Artificial & Inovação | Empreendedor & Professor | Fundador @gautica & Edertec Academy
infoclio.ch @infoclio
3K Followers 2K Following Geschichtsportal der Schweiz https://t.co/Ux13rGOGVX hat die Betreuung dieses Accounts eingestellt. Sie finden uns weiterhin auf Mastodon, Facebook und neu Bluesky
Sadurní Martí @sadurnimarti
1K Followers 2K Following Catalan and Romance Medieval Literature. Digital Humanities. Universitat de Girona @univgirona. Second-row tenor. From Girona.
Seamus Justin @umblaetterer
5K Followers 0 Following
DARIAH-EU | @dariaheu... @DARIAHeu
10K Followers 4K Following The Digital Research Infrastructure for the Arts and Humanities - Creating, connecting and sharing knowledge about culture and society. #DARIAH10
DHd (@[email protected]... @DHdInfo
4K Followers 718 Following Digital Humanities im deutschsprachigen Raum e.V. (DHd)/ Association Digital Humanities in German Speaking Countries; hier twittern @vivien_vcw ^vw & @uwuttke
OPERAS Research Infra... @OPERASEU
3K Followers 898 Following 🛑 Not anymore active on X ➞ Follow us on Linkedin: https://t.co/rg4AiO27JT Distributed #researchinfrastructure for open #scholcomm in #SSH.
TRIPLE Project @TripleEU
840 Followers 283 Following Funded by @EU_H2020 as an @OPERASEU #OS project to develop #GoTriple, an innovative multilingual discovery service for the #SSH #Discover #Connect #Collaborate
Europeana Research @EurResearch
4K Followers 1K Following A satellite of @Europeanaeu - All about #DigitalCulturalHeritage, #Academia and #Research. https://t.co/DbG0jpIEzs
Agiati Benardou @agiati
2K Followers 2K Following President of Board of Directors @DARIAHeu | @DigCurationUnit, @athenaRICinfo | Informatics @AUEB | @lifomag | Digital Heritage
Research Data MGMT & ... @fdmincoop
4K Followers 4K Following AS-D (deɪvɪ) #SiaradCymraeg Moin! Universität Witten/Herdecke (FDM) #Erfahrungsschatz #FAIRdata #Forschungsdaten(management) Kolumne FD 4 B.I.T.
Valentina Carriero @vale_carriero
498 Followers 373 Following Knowledge Engineer @Cefriel, PhD in Computer Science @Unibo #semanticweb #ontology #knowledgegraphs #culturalheritage
OPERAS-GER @OPERAS_GER
407 Followers 540 Following Der deutsche National Node von @operaseu für die #SSH, 10/2020 - 09/2023 gefördert vom @BMBF_Bund
Bibliographical Data ... @bibliodataWG
567 Followers 480 Following @DARIAHeu Working Group that deals with bibliographical data in the humanities | Get info poster: https://t.co/2s2qxUh03o
openaccessGR @OpenaccessGR
1K Followers 450 Following O ελληνικός δικτυακός τόπος για την Ανοικτή Πρόσβαση στη γνώση - Τhe Greek website for Open Access
ELEXIS EU @elexis_eu
1K Followers 945 Following European Lexicographic Infrastructure - Opening up Dictionaries & lexicographic Resources (@HorizonEU, 2018-2022) #ELEXIStool #ELEXISpartner #ELEXISobserver
Research Data Managem... @kikirpa_rdm
121 Followers 210 Following
DH Graz @DH_Graz
2K Followers 611 Following Account by Zentrum für Informationsmodellierung / Centre for Information Modelling - Austrian Centre for Digital Humanities at Graz University
Tomasz Umerle @tomaszumerle
308 Followers 805 Following Assist. Prof. at @IBLPAN | Dep. Dir. of Dept. of Current Bibliography & Polish Literary Bibliography | https://t.co/0D7wPzT0qS | @bibliodatawg | dariah.lab (PL)
UGent Open Science @UGent_OS
377 Followers 357 Following A knowledge and communication hub at @libservice @UGent to support researchers with Research Data Management (RDM) and Open Science. #FAIR #opendata #openaccess
SSHOpenCloud @SSHOpenCloud
2K Followers 982 Following SSHOC provides a fully-fledged Social Sciences and Humanities Open Cloud where data, tools, and training are available to #SSH communities as part of the #EOSC
Tamara Butigan @TamyBu
484 Followers 1K Following Digital librarian, fighter for the library league, devoted to #DigitalTransformation in the #CulturalHeritage sector
Emmanuelle Morlock @emma_morlock
1K Followers 3K Following Humanités numériques au CNRS (Laboratoire HiSoMA) - Edition critiques de sources encodées en TEI - Biblissima+ Observatoire des cultures écrites anciennes.
Platforma Otwartej Na... @OpenSciPlatform
2K Followers 2K Following Rozwiązania dla otwartej nauki w Polsce. | Facilitating open science in Poland.
Dahlem Humanities Cen... @DHC_Berlin
1K Followers 232 Following Das Dahlem Humanities Center (DHC) bündelt die deutschlandweit einzigartige Breite geisteswissenschaftlicher Forschung an der Freien Universität.
CeDiS FU Berlin @CeDiS_FU_Berlin
876 Followers 311 Following Center für Digitale Systeme (CeDiS) – Digitales Lehren, Forschen und Publizieren – Universitätsbibliothek, Freie Universität Berlin
Peter Suber (@petersu... @petersuber
14K Followers 3K Following Working for #openaccess to research. For #OA news, follow @oatp (https://t.co/qxDmJEpyth). I aim for comprehensive coverage there, not here. More active on #Mastodon.
Maynooth University A... @MU_AHI
936 Followers 751 Following The Arts and Humanities Institute leads European research on digital methods, Irish history, intersectional humanities, colonial veterans and motherhoods
Dr Sandra Collins @SandriCollins
6K Followers 4K Following University Librarian at UCD @UCDLibrary. Previously @NLIreland, @dri_ireland, @scienceirel, @Ericsson_IRL, @DCU, @ucddublin. Personal tweets here. She/her.
Fabio Ciotti @Fabio_Ciotti
1K Followers 436 Following Professor Un. Roma Tor Vergata, Digital Humanist, mountain biker and climber
WoPoss - A World of P... @woposs
86 Followers 144 Following Project in Linguistics based at @UniNeuchatel and funded by the @snsf_ch. #modality #diachronicsemantics #latin #dh #computationalmethodsandtools #corpusbased
ERC_LiLa @ERC_LiLa
729 Followers 378 Following LiLa: Linking Latin. Building a Knowledge Base of Linguistic Resources for Latin. ERC Consolidator Grant project @Unicatt
DARIAHGIS @dariahgis
82 Followers 11 Following
ADHO @ADHOrg
10K Followers 889 Following https://t.co/u96Sqv0v1c Umbrella organisation that supports digital research & teaching across the arts & humanities.
Access 2 Perspectives @openscicomm
2K Followers 2K Following #OpenScience & #SciComm Training and Consulting by Dr Jo Havemann; founder as well of @AfricArxiv
Dhummies @dhummies
28 Followers 60 Following Group 3 of the subject Digital Humanities in the University of Deusto.
Australian Academy of... @HumanitiesAU
5K Followers 1K Following Official account of the Australian Academy of the Humanities. No longer active. Connect with us on Bluesky as @humanitiesau or on LinkedIn.
@fortextlab.bsky.soci... @fortext_lab
1K Followers 443 Following fortext lab: Computational Literary Studies und Computational Narratology @TUDarmstadt @linglitTUDA @catma_app
Pelagios @PelagiosNetwork
3K Followers 321 Following Meaning 'of the sea', Pelagios links the places of our past. Join the conversation: https://t.co/gFa4NFzRd2
@andrearapp.bsky.soci... @RappAndrea
2K Followers 2K Following Professor of Computational Philology and Medieval Studies @TUDarmstadt
Orla Murphy @omurphy16
3K Followers 4K Following Head of the School of English & Digital Humanities at UCC, Cork, Ireland. Digital research infrastructure, 3D, open agendas re access to scholarship.
BBAW @bbaw_de
4K Followers 992 Following Berlin-Brandenburgische Akademie der Wissenschaften: Die Hauptstadtakademie. https://t.co/6wqDjdWtKC
Edition Open Access @Edition_OA
376 Followers 367 Following Providing #openaccess to the publications of the Max Planck Research Library for the History and Development of Knowledge (MPRL) and Edition Open Sources (EOS).
Transkribus @Transkribus
10K Followers 3K Following The AI-powered platform for unlocking history. AI text & layout recognition, transcription, searching & publishing of historical documents.
Hypotheses @hypothesesorg
14K Followers 2K Following ⚠️Inactive account Facebook, LinkedIn, BlueSky:🔗https://t.co/hrmmgzQ82e Web platform hosting academic blogs in the humanities & social sciences.
StrathclydeOA @StrathclydeOA
2K Followers 2K Following Scholarly Publications & Research Data team at University of Strathclyde, #openaccess, #repositories, #RDM & all things open! Links to articles & theses.
Iryna Kuchma @irynakuchma
9K Followers 8K Following Now here @[email protected] | Open Access Programme Manager @EIFLnet | open science | open data | @OpenAIRE_eu | @optima_open | @Open4UA
museweb @museweb
54K Followers 5K Following An international conference on innovation in the cultural sector. #MW23 is in-person in Washington DC, April 3, 4, and 5!
Fachinformationsdiens... @FIDRomanistik
1K Followers 903 Following Dieser Account ist inaktiv. Folgen Sie uns gerne unter https://t.co/Db0NAXKlJd und https://t.co/UyNEthhhUm.
Staats- und Universit... @StabiHH
5K Followers 854 Following Dieser Account ist inaktiv. Sie erreichen uns auf https://t.co/G7PrRX4aNa, https://t.co/ipxADL58vF oder Instagram (stabihh).
isidore.science @isidore___
6K Followers 37 Following
@[email protected]... @Lambo
5K Followers 4K Following 🚧 I shared a lot on Twitter 2006-2022. Now hardly anymore. DO NOT FOLLOW ME HERE. 👉Please follow me at https://t.co/0UPCZTouSn
DH-Kolloquium – BBA... @DHBBAW
1K Followers 689 Following Das Digital-Humanities-Kolloquium an der @bbaw_de, organisiert von @telotadh @textarchiv @dwds_de @clarin_d https://t.co/yzLRciCrKY
@[email protected] @digigw
4K Followers 4K Following Der Twitter-Account der Arbeitsgruppe Digitale Geschichtswissenschaft des Verbands der Historiker und Historikerinnen Deutschlands (VHD).
Francesca Frontini @f_frontini
643 Followers 826 Following Researcher at ILC-CNR. CLARIN ERIC Board of Directors. I tweet about language technologies, digital humanities and research infras.