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Can You Tell Me How to Get Past Sesame Street? Sentence Level Pretraining Beyond Language Modeling

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Figure

Figure 1: Learning settings that we consider. Modelcomponents with frozen parameters are shown in grayand decorated with snowflakes
Table 1: Tasks used for pretraining and intermediatetraining of sentence encoders. We also use the GLUEtasks as target tasks to evaluate the encoders
Table 2: Results for pretraining experiments on development sets except where noted. Bold denotes best resultoverall
Table 3: Results for intermediate training experiments on development sets except where noted
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