UMLFit text_classifier on sentence pairs

sshleifer · July 4, 2019, 2:11am

Haven’t tried it but this seems relevant:

arvind-cp/fastai/blob/arvind-cp-LM-eval/courses/dl2/FiTLAM - Quora Duplicate Pairs - STS task.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## FiTLAM Eval for Quora"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/ubuntu/anaconda3/envs/fastai/lib/python3.6/site-packages/matplotlib/__init__.py:1067: UserWarning: Duplicate key in file \"/home/ubuntu/.config/matplotlib/matplotlibrc\", line #2\n",
      "  (fname, cnt))\n",

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see LinearComparator

Thread discussing results: What does the encoder actually learn? 🤔