🔥The 9th Round of Easy Loan, Earn $40 Reward is in progress❗️ ⏰ Promotion Period: January 15th - Feburary 15th, 2025 👉 Register now and check more details at gate.io/campaigns/358

Extending BLiMP multilingually, covering 101 languages, great work!

🔥New #ICLR2025 paper: "𝐂𝐚𝐧 𝐊𝐧𝐨𝐰𝐥𝐞𝐝𝐠𝐞 𝐄𝐝𝐢𝐭𝐢𝐧𝐠 𝐑𝐞𝐚𝐥𝐥𝐲 𝐂𝐨𝐫𝐫𝐞𝐜𝐭 𝐇𝐚𝐥𝐥𝐮𝐜𝐢𝐧𝐚𝐭𝐢𝐨𝐧𝐬?" Knowledge editing aims to fix false facts in LLMs—but does it actually work? 🤔 We provide new insights!✨ 🔗paper & code: llm-editing.github.io

🚨 New Blog Drop! 🚀 "Reflection on Knowledge Editing: Charting the Next Steps" is live! 💡 Ever wondered why knowledge editing in LLMs still feels more like a lab experiment than a real-world solution? In this post, we dive deep into where the research is thriving — and where

BlackboxNLP is back! 💥 Happy to be part of the organizing team for this year, and super excited for our new shared task using the excellent MIB Benchmark for circuit/causal variable localization in LMs, check it out! blackboxnlp.github.io/2025/task/

Three papers accepted to ACL 2025🥰 On cross-lingual knowledge editing, probing, and multilingual interpretability🔍 Sincere thanks to all the amazing coauthors and supervisors! ❤️ Looking forward to meeting old friends and knowing new people soon in Vienna! 🇦🇹

🎉Excited to share our paper on cross-lingual inconsistency is accepted to #ACL2025 🇦🇹! We dissect why LLMs produce inconsistent outputs across languages using interpretability analysis, and propose a simple shortcut-based fix, evaluated on 17 languages. arxiv.org/abs/2504.04264

Consider submitting your multilingual NLP work to the MELT workshop @ COLM 2025: melt-workshop.github.io Deadline: June 23

If you're finishing your camera-ready for ACL (#acl2025nlp) or ICML (#icml2025 ) and want to cite co-first authors more fairly, I just made a simple fix to do this! Just add $^*$ to the authors' names in your bibtex, and the citations should change :) github.com/tpimentelms/ac…

[1/]💡New Paper Large reasoning models (LRMs) are strong in English — but how well do they reason in your language? Our latest work uncovers their limitation and a clear trade-off: Controlling Thinking Trace Language Comes at the Cost of Accuracy 📄Link: arxiv.org/abs/2505.22888

The unreasonable effectiveness of model merging for cross-lingual transfer ! Our preprint evaluates a number of *modular* approaches to fine-tuning LLMs that "assign" model params to either task or language. Surprisingly, merging experts beats all ! 🧵1/4 arxiv.org/abs/2505.18356

New paper: How does pretraining on programming languages + English shape LLMs' concept space? 🔍Do LLMs use English or a programming language as a kind of pivot language? 🧠Are neurons language-specific or shared across programming languages and English? 🔗arxiv.org/abs/2506.01074

Including English data when adapting LLMs to new languages doesn't affect perplexity, but can have a huge impact in downstream tasks 🤯 What causes this unusual uncorrelation? Why is English data so important? 🤔 Check out our new paper where we solve the mystery! 🧵👇

For the soccer fans, don't miss this !!!!⚽️⚽️⚽️⚽️⚽️

✨MLP layers have just become more interpretable than ever ✨ In a new paper: * We show a simple method for decomposing MLP activations into interpretable features * Our method uncovers hidden concept hierarchies, where sparse neuron combinations form increasingly abstract ideas

Happy to introduce TurBLiMP, the 1st benchmark of minimal pairs for free-order, morphologically rich Turkish! Pre-print: arxiv.org/abs/2506.13487 Fruit of an almost year-long project by amazing MS student Ezgi Basar, in collab w/ Francesca Padovani Jaap Jumelet

Super proud about the EuroLLM/EuroVLM suites! Try it out!

Excited to announce the call for papers for the Multilingual Representation Learning workshop #EMNLP2025 sigtyp.github.io/ws2025-mrl.html with Duygu Ataman Catherine Arnett Jiayi Wang Fabian David Schmidt Tyler Chang Hila Gonen and amazing speakers: Alice Oh, Kelly Marchisio, & Pontus Stenetorp

Check out this super cool study on shared meaning representation across languages in brains and languages models 👉🏻

🎓 Looking for PhD opportunities in #NLProc for a start in Spring 2026? 🗒️ Add your expression of interest to join CopeNLU here by 20 July: forms.office.com/e/HZSmgR9nXB Selected candidates will be invited to submit a DARA fellowship application with me: daracademy.dk/fellowship/fel…

Exciting news! 🎉 We're thrilled to announce an invited talk at ACL 2025 by Professor Luke Zettlemoyer (University of Washington and Meta)! 🎤 He'll be presenting on "Rethinking Pretraining: Data and Architecture." 🧠#ACL2025NLP #NLProc #InvitedTalk 2025.aclweb.org/program/keynot…