{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "## Constituency Parsing" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", " | Size (MB) | \n", "Quantized Size (MB) | \n", "Recall | \n", "Precision | \n", "FScore | \n", "CompleteMatch | \n", "TaggingAccuracy | \n", "
---|---|---|---|---|---|---|---|
bert | \n", "470.0 | \n", "118.0 | \n", "78.96 | \n", "81.78 | \n", "80.35 | \n", "10.37 | \n", "91.59 | \n", "
tiny-bert | \n", "125.0 | \n", "31.8 | \n", "74.89 | \n", "78.79 | \n", "76.79 | \n", "9.01 | \n", "91.17 | \n", "
albert | \n", "180.0 | \n", "45.7 | \n", "77.57 | \n", "80.50 | \n", "79.01 | \n", "5.77 | \n", "90.30 | \n", "
tiny-albert | \n", "56.7 | \n", "14.5 | \n", "67.21 | \n", "74.89 | \n", "70.84 | \n", "2.11 | \n", "87.75 | \n", "
xlnet | \n", "498.0 | \n", "126.0 | \n", "81.52 | \n", "85.18 | \n", "83.31 | \n", "11.71 | \n", "91.71 | \n", "