Camille Couturier

1/ Can Large Language Models (LLMs) truly reason? Or are they just sophisticated pattern matchers? In our latest preprint, we explore this key question through a large-scale study of both open-source like Llama, Phi, Gemma, and Mistral and leading closed models, including the recent OpenAI GPT-4o and o1-series. arxiv.org/pdf/2410.05229 Work done with @i_mirzadeh, @KeivanAlizadeh2, Hooman Shahrokhi, Samy Bengio, @OncelTuzel. #LLM #Reasoning #Mathematics #AGI #Research #Apple

Le CO2 réellement "sauvé" est celui que l'on n'émet pas. Mon prochain déplacement longue distance, même si effectué en train, est-il réellement utile et nécessaire ? 🙃🤔 @GroupeSNCF @SNCFConnect @SNCFVoyageurs #TeamTrain

Je suis végétarien, notamment pour des raisons d'empreinte écologique, et je ne trouve pas cette comparaison drôle ou appropriée. @GroupeSNCF @SNCFConnect @SNCFVoyageurs #TeamTrain

Here is our largest database of PhD fellowships yet: we found 195 fellowships and funding opportunities. For each fellowship, this searchable database lists description, deadline, amount, and eligibility criteria. Download it here: research.jhu.edu/rdt/funding-op…

@DrJimFan Something to integrate in @myplume?

Wow, now you can estimate full-body pose of multiple people with nothing but Wi-Fi signal 🤯 I can think of 2 killer apps based on this tech: 1. Full-body VR gaming with just home Wi-Fi. 2. Fall detection of elders in hospital. No cams for better privacy. Saves lives! 1/🧵

@MrsCaroline_C @ingridtherwath @MaterniteBluets Félicitations @MrsCaroline_C et @ingridtherwath ! 🎉👶

Jeudi dernier, @ingridtherwath et moi avons accueilli Constance, Azadi. Cette petite fille est un élan de vie inextinguible. Nous sommes ivres de fatigue et de bonheur. Notre famille est désormais au complet. Merci aux équipes exceptionnelles de la @MaterniteBluets 💜

TL4NLP workshop is now online! neurips.cc/virtual/2022/w… Thread for speaker times: Jonas Pfeiffer @PfeiffJo Graham Neubig @gneubig Percy Liang & Ananya Kumar @percyliang @ananyaku Sara Hooker & Kyunghyun Cho @sarahookr @kchonyc David Adelani @davlanade Mike Lewis @ml_perception 👇

@SFR Merci de bien vouloir supprimer mon adresse email, utilisée sans mon consentement, de vos bases de données.

How should you fine-tune a large pretrained model (CLIP, SimCLR) robustly? We find that standard fine-tuning can do poorly out-of-distribution (test data ≠ fine-tuning data). Our analysis leads to a simple fix, higher accuracy on 10 datasets. arxiv.org/abs/2202.10054 (ICLR Oral)

An awesome @geoffreyhinton presenting «The Forward-Forward Algorithm for Training Deep Neural Networks». A training algorithm that does not require to propagate derivatives or remember neural activities and learns representations of streaming sensory data on the fly. #NeurIPS22

𝗠𝘂𝗹𝘁𝗶𝘀𝗰𝗮𝗹𝗲 𝗯𝗿𝗮𝗶𝗻 𝗺𝗼𝗱𝗲𝗹𝗶𝗻𝗴 as the way to go! "The quest for multiscale brain modeling", by Egidio D’Angelo and Viktor Jirsa. How do all scales influence each other?? doi.org/10.1016/j.tins…

@thalys_en It seem that the thalys.com website is down (?)

@ParisAeroport Bonjour, comment puis-je mettre un objet dans la consigne Tripperty au terminal 2E?

@TERPays2LaLoire Bonjour, dans le TER 857323 entre Le Mans et Nantes. Il fait super froid (clim à fond). Y at-il possibilité de moduler la clim ? 2 enjeux: 1/ climatique et économie d'énergie 2/ ne pas attraper de rhume en plein juillet. :-)

My first @GoogleAI residency project was accepted to @emnlpmeeting #EMNLP2021! Prompt Tuning can condition a frozen T5 XXL model to perform new tasks while only adding 0.003% more parameters and no performance loss. Camera Ready 📸: arxiv.org/abs/2104.08691 Quick Thread 🧵(1/7)

Introducing 𝗔𝗧𝗧𝗘𝗠𝗣𝗧, a new modular, multi-task, and parameter-efficient approach to combine knowledge from multiple tasks to solve a new task using a small trainable of parameters 🔥 while keeping the original LM *frozen* 🧊 [1/9] Paper 📜: homes.cs.washington.edu/~akari/papers/…

@wiseed Bonjour, le projet fonds France Valley Revenu Europe mentionne 10% de commission de souscription. A qui est reversée cette commission et que finance-t-elle? wiseed.com/fr/projet/4312…

The Productivity + Intelligence group in @MSFTResearch seeks experienced research managers in empirical software engineering to join us in advancing research on data-driven and AI-infused developer productivity experiences. For more information: careers.microsoft.com/us/en/job/9848…

Check out our work at Microsoft on Unit Test Case Generation with Transformers! Models pretrained on English and source code, then finetuned on the task of generating test cases. Paper: arxiv.org/abs/2009.05617 Collaborators: @DawnDrainML, @asvyatko, @skdeng, Neel Sundaresan