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This PR adds baseline_2018 and Hupkes_2018 parameters to the default_params.yml.
baseline_2018 uses the baseline parameters stored in machine-task found by Hupkes et al. 2018, while Hupkes_2018 are the final settings used in Learning compositionally through attentive guidance(Hupkes et al. 2018).

I tried to keep a minimal number of default settings under baseline_2018 and Hupkes_2018, but we can probably cut further. Let me know if you think this is sensible or if you would remove some further, maybe even include general default under the task_defaults.

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