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Andrea Nini

@andreanini.com
626 followers 890 following 53 posts

Senior Lecturer in Linguistics and English Language at the University of Manchester

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Corpus Linguistics 2027 @cl2027.info · 19/08/2026
We are pleased to finally announce… 📢 Call for Papers: Corpus Linguistics 2027 Venice, Italy | 12th-16th July 2027 CfP details: www.cl2027.info/call-for-pap... Deadline: 8th January 2027 🔗 All links in bio 🔁 please share widely! #CL2027
cl2027.info
#CL2027 - Call for Papers
Adaptation and Adaptability in Corpus Linguistics
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Elena Semino @elenasemino.bsky.social · 10/08/2026
We are hiring!! Indefinite lectureship in Discourse Studies in Linguistics & English Language at Lancaster University. Apply by 4th September @lancslinguistics.bsky.social hr-jobs.lancs.ac.uk/Vacancy.aspx...
hr-jobs.lancs.ac.uk
Job Opportunity at Lancaster University: Lecturer in Discourse Studies
Linguistics and English Language, School of Social Sciences, Lancaster University (Full-time, indefinite post) Linguistics and English Language within the School of Social Sciences at Lancaster Univer...
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Folgert Karsdorp @folgertk.bsky.social · 17/08/2026
I have a #reMarkable tablet, which I love, but syncing with #Zotero is alway a little awkward. There are some existing plugins, but none really satisfying. So, together with Claude I created a little plugin to make life a bit easier. Check it out here: github.com/fbkarsdorp/z...
github.com
GitHub - fbkarsdorp/zotero-remarkable: Sync Zotero attachments with a reMarkable tablet over USB
Sync Zotero attachments with a reMarkable tablet over USB - fbkarsdorp/zotero-remarkable
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Tatjana Scheffler @tschfflr.fediscience.org.ap.brid.gy · 03/08/2026
New PhD position in my group on Digital Forensic Linguistics! 🧑‍💻 If you think that's you, please contact me and/or apply! #linguistics #joboffer #phdPosition #phd jobs.ruhr-uni-bochum.de/jobposting/…
jobs.ruhr-uni-bochum.de
PhD Candidate (65%, m/f/x) in Digital Forensic Linguistics
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Andrea Nini @andreanini.com · 15/07/2026
Our lab presented five papers at the last European conference of the International Association for Forensic and Legal Linguistics in June in Montpellier. Here are some pictures as well as links to see the abstracts and slides of the talks.
andreanini.com
Our Lab’s contributions to IAFLL 2026 in Montpellier
Our lab presented five papers at the last European conference of the International Association for Forensic and Legal Linguistics in June in Montpellier. Here are some pictures as well as links to see the abstracts and slides of the talks:
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Andrea Nini @andreanini.com · 13/07/2026
Our latest research (led by Sadie Barlow, with Dr Edoardo Manino) found LambdaG doesn’t need a calibration dataset for well-calibrated likelihood ratios, just a simple correction! This simplifies analysis and makes it the only authorship verification method without calibration. Paper on arXiv now.
andreanini.com
LambdaG: A simplified approach to Authorship Verification
In our latest research, led by Sadie Barlow and with Dr Edoardo Manino, we discovered a very important property of LambdaG: it does not require a calibration dataset to produce well calibrated likelihood ratios. A simple correction is sufficient. This means that the analysis is significantly simpler to implement and explain. LambdaG is therefore also the only existing authorship verification method that does not require a calibration analysis to produce likelihood ratios. The paper, currently under review, is available on arXiv here:
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Andrea Nini @andreanini.com · 09/07/2026
We can now announce the two keynote speakers for #CHR2027. See the conference website below!
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Barbara Plank @barbaraplank.bsky.social · 07/07/2026
We have bigger models. Bigger conferences. Have our questions become bigger, too? That was the question I posed in my Presidential Address at #ACL2026 in San Diego. (1/6)
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Ben Nagy @rantyben.bsky.social · 17/05/2026
I've been absolutely cranking on work and trying to lose some of 'final 2 years of PhD paunch' while here in Chiang Mai. This includes: Updated, better tests, BDI packge: github.com/bnagy/bdi New package for POS masking Latin text: github.com/bnagy/latin-... Maybe interesting for 6 people ;)
github.com
GitHub - bnagy/bdi: Bootstrap Distance Imposters, a stylometric method
Bootstrap Distance Imposters, a stylometric method - bnagy/bdi
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Marianna Gracheva @mariannagracheva.bsky.social · 14/05/2026
Recent chapters (co-authored w. Jesse Egbert) in Elsevier Encyclopedia of Language & Linguistics: 1. Corpus Linguistics & Register doi.org/10.1016/B978... 2. Register, Text Types, & Genre doi.org/10.1016/B978... Hope they're useful to those interested in #corpuslinguistics and #textanalysis!
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Isabel Picornell Garcia @picornell.eurosky.social · 14/05/2026
Submissions welcomed for the 2nd Symposium on German Authorship Analysis (“Textuelle Identität: Autorschaft und Schreibstil in der aktuellen Forschung”). The symposium will be held at the University of Graz on 20. and 21. November. The deadline for submissions is June 15. 1/2 #ForensicLinguistics
drive.google.com
Call for Papers.pdf
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Luca Scholz @lscholz.bsky.social · 24/04/2026
Join us Manchester for the Computational Humanities Research conference 2027, hosted by our Centre for Digital Humanities, Cultures, and Media! @ggrig.bsky.social @lukaszszulc.bsky.social @andreanini.com @uomsalc.bsky.social @digitaluom.bsky.social
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Jim Hawkins @jimallthetime.bsky.social · 20/04/2026
"We're really interested in anything that's rude, that's a bit naughty, that might be counted as a swear word or a phrase" Can you help build the UK Swear Map? www.bbc.co.uk/news/article...
bbc.co.uk
Linguists collecting regional swear words to map UK dialects
Dr Chris Montgomery says the team is
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Faculty of Humanities @uomhums.bsky.social · 15/04/2026
A study by Dr Andrea Nini (@andreanini.com) shows that a grammar-based approach can match or outperform advanced AI systems in author identification. LambdaG uses grammatical patterns instead of large AI models, providing comparable accuracy, transparency, and lower costs. 🔗 doi.org/10.1057/s415...
doi.org
Grammar as a behavioral biometric: using cognitively motivated grammar models for authorship verification - Humanities and Social Sciences Communications
Humanities and Social Sciences Communications - Grammar as a behavioral biometric: using cognitively motivated grammar models for authorship verification
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Andrea Nini @andreanini.com · 10/04/2026
After years in preprint, our paper is finally out! We introduce LambdaG, a simple new authorship verification method that matches complex neural approaches. This supports the theory of grammar as a behavioural biometric (like a signature or gait). www.nature.com/articles/s41... #nlp #llm #forensic
nature.com
Grammar as a behavioral biometric: using cognitively motivated grammar models for authorship verification - Humanities and Social Sciences Communications
Humanities and Social Sciences Communications - Grammar as a behavioral biometric: using cognitively motivated grammar models for authorship verification
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Andrea Nini @andreanini.com · 01/04/2026
Well-known #forensic #linguistics cases involved impersonation, e.g. murderer pretending to be the victim in text messages. In a new preprint with Baoyi Zeng we show that #LLMs can't fool authorship verification methods via prompting alone. Paper on arXiv: arxiv.org/abs/2603.29454
andreanini.com
New pre-print: “Authorship Impersonation via LLM Prompting does not Evade Authorship Verification Methods”
I'm pleased to announce the pre-print of a new article on LLM impersonation, with Baoyi Zeng as first author. The paper shows that current state-of-the-art authorship verification methods tend not to be fooled by an LLM trying to impersonate someone simply using prompting. Several high profile forensic linguistic cases involved the perpetrator manually trying to impersonate someone, such as the victim.
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Andrea Nini @andreanini.com · 15/03/2026
My #RStats package for forensic authorship analysis, 'idiolect', now has an associated paper published in the Journal of Open Source Software: doi.org/10.21105/joss.07575. New release of idiolect, 1.2.0, also available from #CRAN. #forensic #linguistics
andreanini.com
idiolect: An R package for forensic authorship analysis
My R package for forensic authorship analysis, 'idiolect', now has an associated paper published in the Journal of Open Source Software. You can read it here (and use it to cite the package): The paper has been released with the new version of idiolect, 1.2.0.
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Journal of Open Source Software @joss-openjournals.bsky.social · 15/03/2026
Just published in JOSS: 'idiolect: An R package for forensic authorship analysis' doi.org/10.21105/joss.07575
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Andrea Nini @andreanini.com · 12/03/2026
New PhD opportunity in Digital Humanities here in Manchester: www.findaphd.com/phds/project...
findaphd.com
Artificial Weather: Mining the Language and Visual Culture of Weather and Climate Modification (CreativeAI Studentship) at The University of Manchester on FindAPhD.com
PhD Project - Artificial Weather: Mining the Language and Visual Culture of Weather and Climate Modification (CreativeAI Studentship) at The University of Manchester, listed on FindAPhD.com
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Marianne Hundt @hundtmariann.bsky.social · 10/03/2026
Opportunity for a PhD candidate in English linguistics. Please repost. jobs.unibas.ch/offene-stell...
jobs.unibas.ch
Universität Basel: PhD position in English linguistics
As of August 1, 2026, the Department of Languages and Literatures of the University of Basel (English division, Prof. Miriam Locher) is seeking to fill a 60% PhD position in English linguistics. The p...
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Stefano Coretta @scoretta.bsky.social · 28/02/2026
🎉 NEW PAPER with @gsakr.bsky.social "Multivariate Analyses of Tongue Contours from Ultrasound Tongue Imaging" 👅📡🩻📉 doi.org/10.1177/0023...
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Folgert Karsdorp @folgertk.bsky.social · 28/02/2026
Out in Evolutionary Human Sciences! With @mikekestemont.bsky.social, @jbcamps.bsky.social, @remcosleiderink.bsky.social & Anne Chao New work on unseen species models for cult heritage to the question: how many stories were _shared_ between medieval French and Dutch literature? lnkd.in/exyAWtir
lnkd.in
LinkedIn
This link will take you to a page that’s not on LinkedIn
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Rui Sousa-Silva @rsousasilva.bsky.social · 07/02/2026
: Save the date! IAFLL Porto 2027. 12-16 July 2027, at the Faculty of Arts and Humanities (FLUP) of the Universidade do Porto. Até já! youtu.be/LaJn_I7YzB8?...
youtu.be
Turismo Porto e Norte
YouTube video by Runporto
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Ramon Ferrer-i-Cancho @rferrericancho.bsky.social · 01/02/2026
Consider a noun phrase formed by a noun, an adjective, a numeral and a demonstrative. There are 24 possible orders but only some of them have been attested when examining the preferred order in world languages. Some researchers hypothesize that there is a hard constraint banning certain orders.
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Andrea Nini @andreanini.com · 26/01/2026
My latest paper with Hugo Bowles and Claire Wood examines a Dickens mystery: did he author the recently decoded story “The Two Brothers”? The answer is complicated. The paper showcases our new method, LambdaG (forthcoming!).
andreanini.com
Investigating a Dickens mystery
My latest paper with Hugo Bowles and Claire Wood examines a Dickens mystery: did he author the recently decoded story “The Two Brothers”? The answer is complicated. The paper showcases our new method, LambdaG (forthcoming!). The paper can be found here or the free accepted version is here.
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Isabel Picornell Garcia @picornell.eurosky.social · 07/01/2026
Delighted to announce this book is finally being published! Over 3 years in the production. I've written Chapter 3 - Ethics and Professional Conduct Oversight in Forensic Linguistic Expert Evidence. #ForensicLinguistics #Ethics #ExpertEvidence
routledge.com
The Routledge Handbook of Ethics in Forensic Linguistics
The Routledge Handbook of Ethics in Forensic Linguistics is the first comprehensive reference work to explore the ethical dimensions of forensic language analysis across a range of applied and academi...
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Folgert Karsdorp @folgertk.bsky.social · 13/12/2025
What an absolute pleasure it was to attend the 6th edition of CHR! Huge thanks to everyone who helped make this edition even better than the last #CHR2025 Onward to Manchester, home of some wonderful computing history: www.atlasobscura.com/articles/com...
atlasobscura.com
Listen to the First Computer-Generated Christmas Carols, From Alan Turing's Lab
"Jingle Bells" and "Good King Wenceslas" haven't sounded like this in a long time.
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Andrea Nini @andreanini.com · 13/12/2025
We’ll do our best! 😀
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Andrea Nini @andreanini.com · 07/12/2025
Congratulations!
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Andrea Nini @andreanini.com · 23/10/2025
Thanks, @jtauber.com! Very interesting.
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Matteo Fuoli @matteofuoli.bsky.social · 30/09/2025
How good are LLMs at identifying and tagging metaphors in text? Turns out, pretty good! In our new study, we ask 10 different open- and closed-source LLMs to label all metaphorical expressions in a dataset of film reviews using <Metaphor> and </Metaphor> XML tags. arxiv.org/abs/2509.24866
arxiv.org
Metaphor identification using large language models: A comparison of RAG, prompt engineering, and fine-tuning
Metaphor is a pervasive feature of discourse and a powerful lens for examining cognition, emotion, and ideology. Large-scale analysis, however, has been constrained by the need for manual annotation d...
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Aston Institute for Forensic Linguistics @aifl.bsky.social · 12/09/2025
The Derek Bentley Case 👇 In a gripping two-part series, the Writing Wrongs podcast investigates one of the UK’s most infamous miscarriages of justice: the tragic story of Derek Bentley, who was sentenced to death in 1953.
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Stephanie Evert @schtepf.bsky.social · 08/09/2025
If you're attending Konvens 2025 at Hildesheim, don't miss our tutorial on Reading Concordances with Algorithms tomorrow, where we talk about our mathematical framework and given some background on the FlexiConc library. konvens-2025.hs-hannover.de/program/#fle... @rc21project.bsky.social
konvens-2025.hs-hannover.de
Program
Conference on Natural Language Processing
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Aston Institute for Forensic Linguistics @aifl.bsky.social · 04/09/2025
📢 Season 2 of Writing Wrongs kicks off tomorrow! 📢 The first episode is a two-parter exploring the classic case of #DerekBentley. We're joined by Prof. Malcolm Coulthard whose analysis contributed to Derek's posthumous acquittal. Listen wherever you get your podcasts!
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Dan Jurafsky @jurafsky.bsky.social · 24/08/2025
Now that school is starting for lots of folks, it's time for a new release of Speech and Language Processing! Jim and I added all sorts of material for the August 2025 release! With slides to match! Check it out here: web.stanford.edu/~jurafsky/sl...
web.stanford.edu
Speech and Language Processing
Speech and Language Processing
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Justin Lo @justinjhlo.bsky.social · 17/08/2025
Pat Strycharczuk will be presenting our paper at #Interspeech2025 on Wednesday afternoon (A02-O6), where we applied forensic speaker comparison methods to ultrasound tongue imaging data to think about the individuality of articulatory strategy 📄 www.isca-archive.org/interspeech_...
isca-archive.org
ISCA Archive - Articulatory Strategy in Vowel Production as a Basis for Speaker Discrimination
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Bodo Winter @bodowinter.bsky.social · 15/08/2025
Super excited to share our new multimodal corpus analysis, "Iconic Words Are Associated With Iconic Gestures" 🥳 Project led by our PhD student Ell Wilding and in collab w/ @jeannettel.bsky.social & @mperlman.bsky.social: doi.org/10.1111/cogs...
doi.org
Iconic Words Are Associated With Iconic Gestures
Iconicity ratings studies have established that there are many English words which native speakers judge as “iconic,” that is, as sounding like what they mean. Here, we explore whether these iconic E...
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Andrea Nini @andreanini.com · 06/08/2025
Some days my working day is: fix OneDrive sync issues. It has one job and it fails completely at that. All other cloud systems can sync things perfectly. Unbelievable.
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Niall Curry @niallrcurry.bsky.social · 01/08/2025
📢📃 New open access 🔓 paper with @perez-paredes.bsky.social in @registerstudies.bsky.social: Exploring public-oriented research communication - A register perspective. You can find the paper here: doi.org/10.1075/rs.2... & some details in the 🧵 below⬇️ @mcrlinguistics.bsky.social @um.es
doi.org
Exploring public-oriented research communication | John Benjamins
Abstract Garnering public engagement with academic research in a timely and accessible manner has become a central concern in contemporary academia. This centrality has given rise to a growing interes...
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Aston Institute for Forensic Linguistics @aifl.bsky.social · 29/07/2025
🔊 Dropping this Friday, the Series 1 finale of Writing Wrongs, the AIFL podcast! 🔊 @timgrant123.bsky.social and @drniccimacleod.bsky.social will be answering some of the questions that have come in from listeners over the course of the past 7 episodes 👇👇👇
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Andrea Nini @andreanini.com · 22/07/2025
On Monday, Dr James Tompkinson (University of York) and I presented this paper at the IAFPA 2025 conference, where we showed preliminary results of applying authorship analysis techniques to transcribed speech. You can find the slides at the link below.
andreanini.com
Assessing the suitability of forensic authorship analysis methodologies for speech data
On Monday Dr James Tompkinson (University of York) and I presented our talk on "Assessing the suitability of forensic authorship analysis methodologies for speech data" at the International Association for Forensic Phonetics and Acoustics (IAFPA) 2025 conference at Leiden University (The Hague), where we show some preliminary results about applying some authorship analysis techniques to transcribed speech. You can find the slides of the talk here:
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Andrea Nini @andreanini.com · 16/07/2025
Abstract and slides for my #DH2025 talk "Examining an author’s individual grammar" can now be found on my website below. This also includes a tutorial to use LambdaG to study authors' idiosyncratic grammar patterns.
andreanini.com
Examining an author’s individual grammar
On Monday I delivered a talk at the Comparative Literature Goes Digital Workshop at the Digital Humanities 2025 conference. As part of this talk I have also prepared a tutorial to use our new authorship verification method, LambdaG, to produce text heatmaps to study the idiosyncratic language of an author. This Github repository contains the abstract, a link to the tutorial and the slide of my talk:
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Andrea Nini @andreanini.com · 09/07/2025
That's often the case anyway! 😄
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Andrea Nini @andreanini.com · 09/07/2025
Have you tried using ChatGPT or similar? I tend to use LLMs only for things like this where the output is verifiable. If the problem has been encountered before many times it's quite reliable.
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Andrea Nini @andreanini.com · 08/07/2025
I recently had the pleasure of being a guest on the ‘Writings Wrongs’ podcast, where we discussed the Aiya Napa rape case and my trial evidence. I highly recommend this episode and the whole podcast: www.aston.ac.uk/research/forensic-l…
andreanini.com
Appearance on the Writing Wrongs podcast
A few months ago, I had the pleasure of being a guest on the ‘Writings Wrongs’ podcast. The episode covered the events of the Aiya Napa rape case and the evidence I presented at the trial. Like all other episodes, the hosts do an amazing job explaining everything in detail but in a really accessible way. I highly recommend this episode, as well as the whole podcast! You can find it here:
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Ute Römer-Barron @ute-rb.bsky.social · 07/07/2025
Excited to have a new open-access article out on online depression discourse in the journal Corpus-based Studies across Humanities, together with my brilliant doctoral student Youngmeen Kim! Check it out at www.degruyterbrill.com/document/doi...!
degruyterbrill.com
Detection and Analysis of Depression-Related Language in an Online Community: Machine Learning, Topic Modeling, and Corpus-Linguistic Approaches
Depression is one of the most common mental disorders worldwide and may affect an individual’s ability to perform essential life activities. Still, “less than 25 % of individuals with depression recei...
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Andrea Nini @andreanini.com · 04/07/2025
The slides and abstract of our talk "A corpus analysis of idiolectal n-grams" at #CL2025 are now available here: doi.org/10.5281/zenodo.15806985
andreanini.com
A corpus analysis of idiolectal n-grams
The slides and abstract of our talk "A corpus analysis of idiolectal n-grams" at #CL2025 are now available here:
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Stephanie Evert @schtepf.bsky.social · 03/07/2025
In case you missed the QR code during my talk on Geometric Multivariate Analysis @cl2025.co.uk: You can find slides, code, and data at osf.io/9p25y
osf.io
Corpus Linguistics 2025
Presentation slides and reproduction materials for CL 2025 presentation “Finding structure in multivariate data” Hosted on the Open Science Framework
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Akira Murakami @mrkm-a.bsky.social · 03/07/2025
The Sinclair Lecture by @jwgrieve.bsky.social, mentioned by @lanthony.bsky.social in his plenary speech yesterday, will be held next Monday at 5pm at the University of Birmingham and will also be live-streamed. For details and registration, visit: www.birmingham.ac.uk/schools/edac... #CL2025
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Mathew Gillings @mathewgillings.bsky.social · 02/07/2025
It seems that the Cambridge Elements in Corpus Linguistics series is free to download for the duration of #CL2025 again — including my own. I’m never one to pass up a freebie, so do take a look: www.cambridge.org/core/element...
cambridge.org
Corpus-Assisted Discourse Studies
Cambridge Core - Applied Linguistics - Corpus-Assisted Discourse Studies
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