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Toward Machine-learning-based Metastudies: Applications to Cosmological Parameters

  • Authors: Tom Crossland, Pontus Stenetorp, Daisuke Kawata, Sebastian Riedel, Thomas D. Kitching, Anurag Deshpande, Tom Kimpson, Choong Ling Liew-Cain, Christian Pedersen, Davide Piras, Monu Sharma

Tom Crossland et al 2023 The Astrophysical Journal Supplement Series 269 .

  • Provider: AAS Journals

Caption: Figure 3.

A schematic diagram of the LSTM Entity model. Here, the Bi-LSTM node is the same node in both cases, evaluated forward and backward across the text token sequence. Here, t n and y n indicate the token embedding and model output for the nth token, respectively.

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