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EXBERT: A Visual Analysis Tool to Explore Learned Representations in Transformers Models

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Oct 14 2019 Ben Hoover

Pleased to announce exBERT, an interactive tool to explore the embeddings and attention of Transformer models at different layers, with different heads. Demo: http://exbert.net Paper: https://arxiv.org/abs/1910.05276 #NLProc With @sebgehr @hen_str @MITIBMLab https://t.co/k4NrAgbCb7
9 replies, 705 likes


Oct 15 2019 Sebastian Raschka

"ExBert - A Visual Analysis Tool to Explore Learned Representations in Transformers Models" -- this looks like a nice one! Tool: http://exbert.net and paper: https://arxiv.org/abs/1910.05276 https://t.co/q96JWrWfD2
5 replies, 325 likes


Oct 15 2019 Suzana Ilić

A new interactive exploration tool. 😍
0 replies, 161 likes


Oct 14 2019 Sasha Rush

New analysis tool from folks at MIT/IBM and Harvard NLP.
0 replies, 95 likes


Oct 14 2019 Hendrik Strobelt

Tadaa 🎉 very happy to announce our newest project.. have fun exploring and playing with a Transfomer model.
0 replies, 50 likes


Oct 14 2019 Sebastian Gehrmann

You liked all the analysis papers on Transformer attention? Now you can do your own experiments, with our exBERT framework!
3 replies, 41 likes


Oct 14 2019 Jonathan Fly 👾

Lucid is great for images, but what about visualizing language models? exBERT: A Visual Analysis Tool to Explore Learned Representations in Transformers Models abs: https://arxiv.org/abs/1910.05276 Live Demo: http://exbert.net https://t.co/RvJ9zobPfT
0 replies, 31 likes


Oct 15 2019 Lisa Amini

Cool visual analysis tool for BERT language models from our @IBMResearch Cambridge lab! It provides insights into learned contextual representations to help explain what each attention-head has learned.
0 replies, 4 likes


Oct 14 2019 arXiv CS-CL

exBERT: A Visual Analysis Tool to Explore Learned Representations in Transformers Models http://arxiv.org/abs/1910.05276
0 replies, 2 likes


Oct 14 2019 Mauro Martino

Another great project from our Lab!!
0 replies, 1 likes


Oct 14 2019 午後のarXiv

"exBERT: A Visual Analysis Tool to Explore Learned Representations in Transformers Models", Benjamin Hoover, Hendri… https://arxiv.org/abs/1910.05276
0 replies, 1 likes


Oct 14 2019 Brundage Bot

exBERT: A Visual Analysis Tool to Explore Learned Representations in Transformers Models. Benjamin Hoover, Hendrik Strobelt, and Sebastian Gehrmann http://arxiv.org/abs/1910.05276
1 replies, 0 likes


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