Tobias Domhan
@tdomhanMachine Learning Scientist at Amazon Berlin.
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Interested in an internship with us working on multilingual LLMs? Apply here: amazon.jobs/en/jobs/248175…
What does it mean for MT evaluation if the reference translations are also machine-translated? Our finding: trained metrics learn to cope. arxiv.org/abs/2312.00536 WMT23 paper from my @AmazonScience internship, with @tdomhan, @sonytrenous, @RicoSennrich and @EvaHasler
Interested in parallel data mining for Machine Translation? Consider participating in the WMT23 shared task for parallel data curation. Deadline: September 1st, 2023. www2.statmt.org/wmt23/data-tas…
The WMT shared task on parallel data curation is underway! Find the best MT training data from a provided pile of webcrawled data Organizers will train MT systems on submissions & we're interested in a variety of approaches Deadline: September 1, 2023 statmt.org/wmt23/data-tas…
I continue to be impressed by #chatGPT. It can explain grammar, for example of Swahili sentences. It also becomes really difficult to spot subtle mistakes. It seems clear that subword based tokenisation without access to character information comes to its limits.
Does Vocabulary Selection cause human perceived translation quality degradations not visible in BLEU? Yes! Find out more in our #NAACL2022 paper: arxiv.org/abs/2205.06618 Code: github.com/awslabs/sockey… joint work with @EvaHasler @sonytrenous @ketran @hifelix84 @unattributed
Interested in joining our team as an intern working on applied Machine Translation research? Apply here: amazon.jobs/en/jobs/132867… :)
I'm looking for PhD students interested in doing a Summer internship at Amazon AI on speech translation and speech generation for automatic dubbing [marcellofederico.net]
Interested joining our team for the summer to work on Machine Translation research for Amazon Translate? Apply here: amazon.jobs/en/jobs/989691… or let me know if you have any questions.
Our latest open source library (based on @ApacheMXNet) for time series analysis: Gluon Time Series (GluonTS: gluon-ts.mxnet.io) is out! @szha_ @lostella @awscloud #TimeSeries #Forecasting
We are happy to announce the availability of Gluon Time Series (GluonTS), an MXNet-based toolkit for time series analysis. Get started here: amzn.to/317zSrS
One of the main reasons to use vim for me is remote development. This looks quite promising!
Introducing Remote Development for @code 🚀💻🛰️ A new set of extensions that enable you to open any folder in a container, on a remote machine, or in the Windows Subsystem for Linux (WSL) and take advantage of VS Code's full feature set. #remote 👉 aka.ms/vscode-remote/…
Interested in working on ML research in the industry? We're looking for interns not only for our Machine Translation team here in Berlin but also for other ML teams. If you're interested let me know or directly apply here: amazon.jobs/en/jobs/728747…
vscode running in the browser backed by an execution environment hosted on mybinder.org instead of a local desktop electron app.
"Pattern Recognition and Machine Learning" by @ChrisBishopMSFT is now available as a free download. Download your copy today for an introduction to the fields of pattern recognition & machine learning: aka.ms/prml #ML #Insights
🎊🎉SageMaker Automatic Model Tuning 🎉🎊 My favorite feature of 2018 so far. Great console, great SDK, great work. I wrote a blog post that covers a few of the features. aws.amazon.com/blogs/aws/sage… Tweet thread full of gifs and code to follow.
Congratulations to Jason Eisner @adveisner and Kevin Duh @kevinduh on receiving ara.amazon-ml.com/recipients/#20… an @amazon Research Award! #nlproc
Apache MXNet 1.2.0 is out! Improved speed and usability, support for ONNX model interchange format, integration with Intel MKL-DNN, Scala API improvements and more! #deeplearning #mxnet #Scala medium.com/apache-mxnet/a…
Want to see what your Twitter timeline would've looked like 10 years ago today, if you followed all the same people you do now?
Monitor your MXNet model training directly in TensorBoard with MXBoard, our package for MXNet data visualizations! medium.com/apache-mxnet/m… #mxnet #DeepLearning #dataviz #tensorboard
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