Applied Scientist at Amazon. Views my own.
Barcelona, Spain
Joined October 2011
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Diego Marcheggiani retweeted
2nd paper! Introducing: Bias Beyond English: Counterfactual Tests for Bias in Sentiment Analysis in Four Languages, work with Adam Lopez, @roiblanco, @DieEmme! arxiv.org/abs/2305.11673. Presenting at #ACL2023 Findings Spotlight Mon 10/07 (talk), and @trustnlp Fri 14/07 (poster)!🧵
Diego Marcheggiani retweeted
🌍Few-shot learning beyond English🌏
📢 Announcing XGLMs, a series of multilingual autoregressive languages models setting new SoTA on few-shot learning and outperforming English-centric models (e.g. GPT-3).
Paper: arxiv.org/abs/2112.10668
Models and code: github.com/pytorch/fairseq/t…
Diego Marcheggiani retweeted
Graph neural networks are driving lots of progress in machine learning by extending deep learning approaches to complex graph data and applications.
Let’s take a look at a few methods ↓
Diego Marcheggiani retweeted
Prima copia arrivata! Rigore di testa racconta le scorribande calcistiche che facciamo con la nostra startup Playerank. Tra Darko pancev, Ronaldo il fenomeno e tutti quelli che rendono la vita impossibile agli algoritmi. Prima presentazione: domenica al @SalonedelLibro
Diego Marcheggiani retweeted
The deadline for the PhD position on generalization in NLP with @wilkeraziz and me is in 2 weeks, "position #4" in the ad below (if you're not into NLP, there are other very interesting positions in the call, causal modeling, search, etc) @AmsterdamNLP uva.nl/en/content/vacancies/…
PhD and postdoc positions at the newly established MercuryLab @UvA_Amsterdam/ @TUDelft_AI (icai.ai/mercury-machine-lear…), including PhD in ML for NLP, together with @wilkeraziz. Deadline: Aug 23 (in a month!)
@AmsterdamNLP
Diego Marcheggiani retweeted
tell me that doing #research in #Italy has a problem without telling me that doing research in Italy has a problem, @MessaCristina @ResearchItaly @MIsocialTW @ProfPBianchi
#cervelliinfuga #expat
Diego Marcheggiani retweeted
10 NLP resources for the summer! Books, papers, blog posts, lectures, hands-on courses. From Linguistics to Transformers. 📚📝👩🏫
Diego Marcheggiani retweeted
Big thank you to @YejinChoinka, @HinrichSchuetze,
and Yulia Tsvetkov for the very interesting talks at @ELLISforEurope NLP workshop! You can watch them online at youtube.com/watch?v=_YOaRLQn…
Diego Marcheggiani retweeted
We're pleased to announce the 22 recipients from the 2020 Q1/Q2 AWS Machine Learning Research Awards, who represent 21 universities in six countries. The awards aim to advance ML by funding research and open-source projects, and more. #AmazonResearchAwards amzn.to/3jSiEbx
Hey, my team in Barcelona is looking for interns for 2021!
If you'd like to work with us on hard/fun NLP problems, please apply.
amazon.jobs/en/jobs/1328680/…
Diego Marcheggiani retweeted
#EMNLP2020 We’ve released 1.2 million reviews in 6 languages in the Multilingual Amazon Reviews Corpus (MARC)! w/ Y. Lu G. Szarvas @nlpnoah arxiv.org/abs/2010.02573
The dataset was carefully cleaned and is balanced across star ratings. Try it out at registry.opendata.aws/amazon… 1/3
Diego Marcheggiani retweeted
Huge congratulations to Yanpeng with an honorable mention for best paper award at #emnlp2020! @yanpzhao aclweb.org/anthology/2020.em…
Hey #NLProc folks! I'll be at #emnlp2020 these days, ping me on Rocket chat or Gather (a.k.a. Zelda). We can discuss about one of the greatest dilemmas of 2020: why BERT?
Ebbravo!
Very proud of @marcodeltredici who today successfully defended his PhD thesis. The thesis investigates meaning variation and change in online social communities and exploits sociolinguistic information to improve the performance of NLP models. Congratulations, Dr. Del Tredici!
Diego Marcheggiani retweeted
We are releasing mT5: A massively-multilingual version of T5 that supports over 💯 languages! mT5 was pre-trained on a multilingual version of C4 and achieves SoTA on many cross-lingual NLP tasks.
📜Pre-print: arxiv.org/abs/2010.11934
💾Code/models: goo.gle/mt5
Diego Marcheggiani retweeted
Its quite chilling that a lot of our #NLProc tools make use of Wikipedia in one way or another...
Diego Marcheggiani retweeted
Hi #Academic network! I’m looking for a job in The Netherlands🇳🇱! I would be excited to: (1) start a #postdoc (2) #teach (3) get an academic admin/management role.
I’m a language scientist interested in multimodal language.
About: tinyurl.com/acravotta
Comments welcome✨Pls RT
Diego Marcheggiani retweeted
Very happy to share our new preprint on interpretability for graph neural networks arxiv.org/abs/2010.00577!🚀
Differentiable masking reveals which edges a GNN uses, and which can be discarded. With @nicola_decao @iatitov
