Leonie Weissweiler

Leonie Weissweiler

@weissweiler.bsky.social

Assistant Professor of NLP at Leipzig University, head of @lionlab.bsky.social PhD from LMU Munich, prev. Uppsala, UT Austin, Princeton, CMU, Cambridge computational linguistics, construction grammar, morphosyntax leonieweissweiler.github.io

840 followers229 following67 posts

Pinned

📢I'm hiring a PhD student to work on interpretability for Protein Language Models! 🗓️There are now two weeks left to apply, find out more on the LION Lab website: lionlabnlp.github.io/jobs/ai4pf/

lionlabnlp.github.ioPhD Student Position in Interpretability for Protein Language Models — LION LabFully funded PhD student position at LION Lab, Leipzig University, on interpretability for protein language models.
LION Lab@lionlab.bsky.social

🦁LION Lab is hiring! 🧑‍🔬One fully funded PhD student (TVL-13 100%) for 3 years 💉Topic: Interpretability for Protein Language Models 👥Advised by @weissweiler.bsky.social together with Clara Schoeder 🌍Leipzig, Germany 🔗Apply by Oct 15: lionlabnlp.github.io/jobs/ai4pf/ Please share! #NLProc #NLP

#COLING2027 has joined forces with #EACL2027 and #NAACL2027 for the call for tutorials! 📢Joint Call for Tutorial Proposals (EACL/NAACL/COLING) 2027 🗓️Submission deadline: Friday, 2 October 2026 📝Submit via softconf: softconf.com/p/eacl-tutor... 🔗Full call here: 2027.coling-iccl.org/calls/tutori...

2027.coling-iccl.orgJoint Call for Tutorial Proposals 2027COLING 2027 Tutorials
Leonie Weissweiler@weissweiler.bsky.social

📢Call for Expressions of Interest: COLING 2027 Tutorials Tutorial chairs @microth.bsky.social and I are inviting expressions of interest for tutorials to be held at #COLING2027 in Macau in all areas of CL, NLP and related disciplines, in the categories 🚀cutting-edge, 🌱introductory, and 🤝community.

Leonie Weissweiler reposted

Replying to @lionlab.bsky.social

We hope to see the UniDivers again soon in other settings 😊 Fun fact: the old town of Bucharest has been called the Lipscani District since the 17th century, because most of the wares sold on the high street at the time originated from Leipzig!

Leonie Weissweiler reposted

It was great seeing everyone again at the last Unidive General Meeting in Bucharest! Jacob Lee Suchardt presented a poster about his EMNLP 2025 paper on the Transcription of Unseen Languages with Speech-to-IPA Models, and we celebrated the past four years of UniDive and all the friends we made.

Leonie Weissweiler reposted

Yesterday we had @anja.re from Technion visiting us to give a talk on Interpretability for Generative Information Retrieval. The talk was a cool example to show that interpretability can also be actionable. Thank you very much for joining us, Anja!

Leonie Weissweiler reposted

🗣️Today we had the pleasure of hosting @bbunzeck.bsky.social for a talk on how LLMs are not usage-based (yet). We learned a lot about the challenges of training smaller language models on dialogue data and evaluating from a production-based perspective. Thanks for coming, Bastian!

Leonie Weissweiler reposted

We had a great time yesterday listening to @davidrmortensen.bsky.social explain how The Reconstruction Will Not Be Supervised — because the Comparative Method of reconstructing the pronunciation of earlier languages can be automated using agents! Thanks for visiting, David!

Leonie Weissweiler reposted

🗣️We were delighted yesterday to welcome Nina Böbel to our lab for a talk on Language as a Linguistic Network. Thanks for coming and patiently teaching us about construction networks, Nina!

📢Call for Expressions of Interest: COLING 2027 Tutorials Tutorial chairs @microth.bsky.social and I are inviting expressions of interest for tutorials to be held at #COLING2027 in Macau in all areas of CL, NLP and related disciplines, in the categories 🚀cutting-edge, 🌱introductory, and 🤝community.

Leonie Weissweiler reposted

Congratulations Leonie! Hear her roar!

Leonie Weissweiler@weissweiler.bsky.social

🥳I'm excited to introduce everyone to my group at Leipzig University, the LION (Linguistically-Oriented NLP) Lab! 🦁 Looking forward to exciting work on computational linguistics, interpretability, and multilinguality! Find out more on our website lionlabnlp.github.io

🥳I'm excited to introduce everyone to my group at Leipzig University, the LION (Linguistically-Oriented NLP) Lab! 🦁 Looking forward to exciting work on computational linguistics, interpretability, and multilinguality! Find out more on our website lionlabnlp.github.io

lionlabnlp.github.ioHome — LION LabLION Lab — Linguistically-Oriented NLP research group at the University of Leipzig.
LION Lab@lionlab.bsky.social

Hello world! We are LION(Linguistically-Oriented NLP) Lab🦁, a new research group at Leipzig University, working on interpretability and evaluation of (multilingual) language models, and the application of NLP methods to linguistics, esp. typology! lionlabnlp.github.io Meet our PhD students below🧵

Leonie Weissweiler reposted

Leonie Weissweiler reposted

Meet @weissweiler.bsky.social, Postdoc at Uppsala Uni 🇸🇪 and ELLIS Member, working on #NLProc, computational linguistics & LM interpretability. She’s accepted an Assistant Prof position at Leipzig Uni 🇩🇪—the first female CompSci professor there—and is eager to support more women 👏 #WomenInELLIS

Leonie Weissweiler reposted

@weissweiler.bsky.social is setting up her own group at @unileipzig.bsky.social and @scadsai.bsky.social as Assistant Professor for #NaturalLanguageProcessing and is advertising two open PhD positions. 🥳 👉 Full announcement: leonieweissweiler.github.io/phd_leipzig....

Leonie Weissweiler@weissweiler.bsky.social

🧑‍🔬I’m recruiting PhD students in Natural Language Processing @unileipzig.bsky.social Computer Science, together with @scadsai.bsky.social! Topics include, but aren’t limited to: 🔎Linguistic Interpretability 🌍Multilingual Evaluation 📖Computational Typology Please share! #NLProc #NLP

📢Out now in NEJLT!📢 In each of these sentences, a verb that doesn't usually encode motion is being used to convey that an object is moving to a destination. Given that these usages are rare, complex, and creative, we ask: Do LLMs understand what's going on in them? 🧵1/7

📢Out now in NEJLT!📢 In each of these sentences, a verb that doesn't usually encode motion is being used to convey that an object is moving to a destination. Given that these usages are rare, complex, and creative, we ask: Do LLMs understand what's going on in them? 🧵1/7

View full thread

We find that a range of models indeed struggle with this, but Gemma 27B solves it almost perfectly! In grey are cases where the model struggles to answer both questions, in red the cases where it would have needed to reply on the caused-motion semantics. 🧵6/7

📢Out now in NEJLT!📢 In each of these sentences, a verb that doesn't usually encode motion is being used to convey that an object is moving to a destination. Given that these usages are rare, complex, and creative, we ask: Do LLMs understand what's going on in them? 🧵1/7

View full thread

Designing the right prompt is tricky and depends on annotation cost. For example, giving examples and asking for a json with the sentences and labels is always a good idea, but using o1 over 4o-mini is only worth it if human annotation costs more than .5$ per sentence! 🧵4/7

Once we have manually annotated the final dataset in this way, we return to the original question and test if LLMs find the third question below easier than the second, which would indicate difficulties in making use of the semantics of the caused-motion construction. 🧵5/7

📢Out now in NEJLT!📢 In each of these sentences, a verb that doesn't usually encode motion is being used to convey that an object is moving to a destination. Given that these usages are rare, complex, and creative, we ask: Do LLMs understand what's going on in them? 🧵1/7

They are all instances of the so-called caused-motion construction, and collecting enough instances for testing was a challenge, given its rarity! To construct our dataset, we first create a dependency filter based on the syntactic side of the construction. 🧵2/7

But this leaves many FPs, and filtering them by hand would be expensive. To reduce this cost, we use few-shot prompt-based filtering, which greatly reduces the number of FPs that our human annotator will have to sift through, and therefore the annotation cost. 🧵3/7

Leonie Weissweiler reposted

Oh cool! Excited this LM + construction paper was SAC-Highlighted! Check it out to see how LM-derived measures of statistical affinity separate out constructions with similar words like "I was so happy I saw you" vs "It was so big it fell over".

Cory Shain@coryshain.bsky.social

Josh Rozner's paper (w/ @rifter.bsky.social + @kmahowald.bsky.social) was an SAC Highlight at #EMNLP25! aclanthology.org/2025.emnlp-m...

Leonie Weissweiler reposted

Replying to @lernerp.bsky.social

There's many directions where this could go, multilingual, low-resource language, interpretability, depending on your profile, and the internship may lead to a PhD, provided we get funding!

Leonie Weissweiler reposted

Leonie Weissweiler reposted

I'm in Suzhou to present our work on MultiBLiMP, Friday @ 11:45 in the Multilinguality session (A301)! Come check it out if your interested in multilingual linguistic evaluation of LLMs (there will be parse trees on the slides! There's still use for syntactic structure!) arxiv.org/abs/2504.02768

📢Come join us in Uppsala to work on multilingual NLP as an independent postdoc with the most wonderful colleagues! The deadline is Nov 26th, the expected start date is Feb 1st. Feel free to shoot me an email if you want to hear more about this department and I will continue gushing about it.

Uppsala NLP@uppsalanlp.bsky.social

📢 Open Positions at the Uppsala NLP Group! 📢 Postdoc opportunity — also open to recent or soon-to-be PhD graduates (within 1–2 months). uu.varbi.com/en/what:job/...

Leonie Weissweiler reposted

Replying to @coryshain.bsky.social

Session 5: "BabyLM’s First Constructions." In a companion paper to the first one, we show that much of this constructional knowledge is even present in "babyLMs" with more developmentally plausible amounts of training: arxiv.org/abs/2506.02147. w/ @weissweiler.bsky.social

arxiv.orgBabyLM's First Constructions: Causal probing provides a signal of learningConstruction grammar posits that language learners acquire constructions (form-meaning pairings) from the statistics of their environment. Recent work supports this hypothesis by showing sensitivity…

Leonie Weissweiler reposted

Replying to @coryshain.bsky.social

Session 4: "Constructions are Revealed in Word Distributions." We show that rich knowledge of syntactic constructions in masked language models (MLMs) is revealed by patterns of contextual constraint. arxiv.org/abs/2503.06048. w/ @weissweiler.bsky.social + @kmahowald.bsky.social

arxiv.orgConstructions are Revealed in Word DistributionsConstruction grammar posits that constructions, or form-meaning pairings, are acquired through experience with language (the distributional learning hypothesis). But how much information about…

Leonie Weissweiler reposted

Happening now! Poster 42!

Kanishka Misra@kanishka.bsky.social

Catch Qing’s poster in the morning poster session today!! I’ll also be there, talk to me about UT Ling’s new comp ling job/methods to study linguistic generalization/and how LMs *might* inform language science!

Leonie Weissweiler reposted

Hi #NLP community, I'm urgently looking for an emergency reviewer for the ARR Linguistic Theories track. The paper investigates and measures orthography across many languages. Please shoot me a quick email if you can review!