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Posts by Andrea Nini

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

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

1 day ago 7 4 0 0
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.

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: https://arxiv.org/abs/2603.29454

1 week ago 10 3 0 0
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.

My #RStats package for forensic authorship analysis, 'idiolect', now has an associated paper published in the Journal of Open Source Software: https://doi.org/10.21105/joss.07575 New release of idiolect, 1.2.0, also available from #CRAN.
#forensic #linguistics

3 weeks ago 21 9 0 0

Just published in JOSS: 'idiolect: An R package for forensic authorship analysis' https://doi.org/10.21105/joss.07575

3 weeks ago 1 1 0 0
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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

New PhD opportunity in Digital Humanities here in Manchester: www.findaphd.com/phds/project...

4 weeks ago 1 2 0 0
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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...

Opportunity for a PhD candidate in English linguistics. Please repost.
jobs.unibas.ch/offene-stell...

1 month ago 9 10 1 1
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🎉 NEW PAPER with @gsakr.bsky.social

"Multivariate Analyses of Tongue Contours from Ultrasound Tongue Imaging"

👅📡🩻📉

doi.org/10.1177/0023...

1 month ago 11 3 1 0
LinkedIn This link will take you to a page that’s not on LinkedIn

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

1 month ago 15 8 0 1
Turismo Porto e Norte
Turismo Porto e Norte YouTube video by Runporto

: 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?...

2 months ago 0 1 0 0
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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.

2 months ago 3 1 1 0
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.

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!).

2 months ago 6 5 1 0
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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...

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

3 months ago 19 6 9 0
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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.

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...

3 months ago 23 3 1 0

We’ll do our best! 😀

3 months ago 3 0 1 0

Congratulations!

4 months ago 1 0 0 0

Thanks, @jtauber.com! Very interesting.

5 months ago 1 0 0 0
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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...

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

6 months ago 7 3 1 0
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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.

6 months ago 3 4 1 0
Program Conference on Natural Language Processing

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

7 months ago 6 4 1 0

📢 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!

7 months ago 5 4 0 0
Speech and Language Processing Speech and Language Processing

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...

7 months ago 150 58 3 4

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_...

7 months ago 7 2 1 0
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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...

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...

7 months ago 29 8 0 0

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.

8 months ago 0 0 1 0
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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...

📢📃 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

8 months ago 15 5 1 0
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🔊 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 👇👇👇

8 months ago 2 2 0 2
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:

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.

8 months ago 6 0 0 0
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:

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.

8 months ago 13 3 1 0

That's often the case anyway! 😄

9 months ago 1 0 0 0

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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