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Wow this is amazing. Check out their interactive demo that lets you see visualizations for various tasks: https://demo.allennlp.org/coreference-resolution/MTA3

Wow this is amazing. Check out their interactive demo that lets you see visualizations for various tasks: https://demo.allennlp.org/coreference-resolution/MTA3MDQ4Nw== https://demo.allennlp.org/coreference-resolution/MTA3MDQ4Nw=... Interpretability is super important... first for technical debugging, and even more important for giving domain experts a view of the model inner working (otherwise they have to just trust the ML model blindly).

carljoseph 7y ago
Very interesting demo. Thanks for sharing. Unfortunately it doesn't seem to parse Winograd schemas[0] correctly [0] https://en.wikipedia.org/wiki/Winograd_Schema_Challenge https://en.wikipedia.org/wiki/Winograd_Schema_Challenge
- lifeisstillgood 7y ago
  >>> The city councilmen refused the demonstrators a permit because they [feared/advocated] violence. I fear that quite a lot of humans won't get that either - am i being overly pessimistic?