From 7f75f2e2e2da15e4a75227ce2cba7562ae36e287 Mon Sep 17 00:00:00 2001 From: Kamil Guttmann Date: Mon, 23 May 2022 21:30:07 +0200 Subject: [PATCH] Neural network with word2vec --- dev-0/out.tsv | 1470 +++++++++++++++++++------------------- pytorch_classifier.ipynb | 219 ++++++ test-A/out.tsv | 1412 ++++++++++++++++++------------------ 3 files changed, 1660 insertions(+), 1441 deletions(-) create mode 100644 pytorch_classifier.ipynb diff --git a/dev-0/out.tsv b/dev-0/out.tsv index ebd3a4a..817444e 100644 --- a/dev-0/out.tsv +++ b/dev-0/out.tsv @@ -1,12 +1,5 @@ 0 1 -1 -0 -0 -0 -0 -0 -0 0 0 0 @@ -14,17 +7,17 @@ 0 0 1 -0 -0 -0 -0 1 +0 1 0 1 0 +1 0 0 +1 +1 0 0 0 @@ -36,8 +29,7 @@ 0 0 0 -0 -0 +1 0 0 0 @@ -49,15 +41,18 @@ 0 0 0 -0 1 0 +0 1 0 1 +1 +1 0 0 0 +1 0 0 0 @@ -66,22 +61,13 @@ 1 0 0 -0 1 0 -0 -0 1 0 -0 -0 -0 -0 1 -0 -0 1 -0 +1 0 0 0 @@ -94,15 +80,14 @@ 0 0 0 -0 1 0 0 -0 1 0 0 0 +1 0 0 0 @@ -111,11 +96,6 @@ 0 0 0 -0 -0 -1 -0 -0 1 0 0 @@ -125,38 +105,35 @@ 0 0 0 +1 0 -0 -0 -0 +1 +1 0 0 0 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0 0 0 +1 0 0 1 @@ -4464,32 +4445,26 @@ 0 0 0 -1 -0 0 0 0 0 0 -1 0 0 0 -1 0 0 0 +1 0 0 0 -1 0 -1 -1 0 -1 0 0 +1 0 0 0 @@ -4500,12 +4475,16 @@ 1 0 0 +1 +0 0 0 +1 0 0 0 0 +1 0 0 0 @@ -4525,9 +4504,10 @@ 0 0 1 +1 0 0 -0 +1 0 1 0 @@ -4535,61 +4515,81 @@ 0 0 0 +1 +1 0 +1 0 0 +1 0 0 1 -0 1 -0 1 0 0 0 0 +1 0 0 1 0 0 +1 0 0 0 0 +1 +1 +1 0 0 0 0 +1 0 -0 +1 +1 1 0 0 -1 +0 +0 1 0 0 1 0 0 +1 0 0 0 +1 0 0 +1 +1 0 0 0 0 1 0 +1 +1 +1 0 +1 0 0 +1 +1 0 -0 +1 1 0 0 @@ -4599,13 +4599,13 @@ 0 0 0 +1 0 0 0 0 1 1 -1 0 0 1 @@ -4615,27 +4615,23 @@ 0 0 0 +1 0 0 0 0 0 0 -1 -0 -0 -0 0 0 0 -1 0 0 -1 0 0 0 0 +1 0 0 0 @@ -4645,7 +4641,11 @@ 0 0 1 +1 0 +1 +1 +1 0 0 0 @@ -4654,9 +4654,9 @@ 0 0 0 -0 1 -0 +1 +1 0 0 0 @@ -4679,9 +4679,6 @@ 0 1 0 -1 -0 -0 0 0 0 @@ -4693,9 +4690,12 @@ 0 1 0 +1 +1 +1 0 0 -0 +1 0 0 0 @@ -4713,12 +4713,10 @@ 0 1 0 +1 0 0 0 -1 -1 -0 0 0 0 @@ -4732,6 +4730,7 @@ 0 1 0 +1 0 0 0 @@ -4739,7 +4738,7 @@ 0 0 0 -0 +1 0 0 0 @@ -4750,15 +4749,18 @@ 0 0 1 +1 +1 0 0 -0 -0 +1 0 1 0 0 0 +1 +1 0 0 0 @@ -4774,8 +4776,6 @@ 0 0 0 -0 -0 1 0 0 @@ -4793,17 +4793,17 @@ 0 0 0 -0 1 -0 1 0 -0 +1 1 0 0 +1 +1 0 -0 +1 0 0 0 @@ -4811,7 +4811,7 @@ 1 0 1 -0 +1 0 0 0 @@ -4833,7 +4833,7 @@ 0 0 1 -0 +1 0 1 0 @@ -4842,6 +4842,8 @@ 0 0 0 +1 +0 0 0 0 @@ -4851,8 +4853,6 @@ 0 0 1 -0 -0 1 1 0 @@ -4863,18 +4863,22 @@ 0 0 0 +0 1 0 0 0 0 +1 0 0 0 +1 0 0 0 0 +1 0 0 0 @@ -4882,23 +4886,21 @@ 0 0 0 +1 0 1 0 0 -1 -1 0 0 0 0 -1 0 +1 0 0 0 0 -1 0 0 0 @@ -4909,7 +4911,6 @@ 0 0 0 -1 0 0 0 @@ -4926,18 +4927,17 @@ 0 0 0 -1 -0 -0 0 0 0 1 -1 0 +1 0 0 0 +1 +1 0 0 0 @@ -4950,17 +4950,16 @@ 0 0 0 -1 0 0 0 0 1 +1 0 0 0 -0 -0 +1 0 0 0 @@ -4969,13 +4968,11 @@ 0 0 1 +1 0 0 0 0 -1 -0 -0 0 0 1 @@ -4983,7 +4980,6 @@ 0 1 0 -1 0 0 0 @@ -4996,7 +4992,9 @@ 0 0 0 +1 0 +1 0 0 0 @@ -5006,11 +5004,12 @@ 0 0 0 -1 0 0 +1 0 0 +1 0 0 0 @@ -5020,22 +5019,17 @@ 0 0 0 -1 0 1 -0 -0 -0 -0 1 0 -0 +1 0 0 0 0 1 -0 +1 0 0 0 @@ -5047,13 +5041,12 @@ 0 0 0 -0 +1 0 0 0 0 1 -1 0 0 0 @@ -5061,8 +5054,10 @@ 0 0 0 +1 0 0 +1 0 0 0 @@ -5071,18 +5066,21 @@ 0 0 0 -1 0 0 +1 0 1 1 1 +1 0 +1 0 1 1 0 +1 0 0 0 @@ -5090,20 +5088,22 @@ 0 0 0 +1 0 0 0 0 0 0 +1 0 0 0 0 0 1 -1 0 +1 0 1 0 @@ -5115,15 +5115,11 @@ 0 0 0 -0 -0 1 0 -0 -0 -0 1 0 +1 0 0 0 @@ -5131,8 +5127,6 @@ 0 0 0 -1 -1 0 0 0 @@ -5144,32 +5138,43 @@ 0 0 1 +1 +1 0 +1 0 +1 +1 0 0 0 0 1 +1 0 +1 0 0 0 0 0 0 +1 0 +1 0 0 0 0 -0 +1 0 0 1 0 1 0 +1 +1 0 0 0 @@ -5184,17 +5189,12 @@ 0 0 0 -0 -0 +1 0 0 0 1 1 -0 -0 -1 -0 1 0 0 @@ -5203,9 +5203,7 @@ 0 0 0 -0 -0 -0 +1 0 0 0 @@ -5234,19 +5232,22 @@ 0 0 0 -0 +1 1 0 0 1 0 +1 0 0 +1 0 0 0 0 0 +1 0 0 0 @@ -5254,11 +5255,13 @@ 0 0 0 +1 0 0 0 0 0 +1 0 0 0 @@ -5266,7 +5269,4 @@ 0 0 1 -1 -0 -0 0 diff --git a/pytorch_classifier.ipynb b/pytorch_classifier.ipynb new file mode 100644 index 0000000..a913ae9 --- /dev/null +++ b/pytorch_classifier.ipynb @@ -0,0 +1,219 @@ +{ + "metadata": { + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.5-final" + }, + "orig_nbformat": 2, + "kernelspec": { + "name": "python3", + "display_name": "Python 3.9.5 64-bit", + "metadata": { + "interpreter": { + "hash": "ac59ebe37160ed0dfa835113d9b8498d9f09ceb179beaac4002f036b9467c963" + } + } + } + }, + "nbformat": 4, + "nbformat_minor": 2, + "cells": [ + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "import lzma\n", + "import torch\n", + "import numpy as np\n", + "from gensim import downloader" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "BATCH_SIZE = 10\n", + "EPOCHS = 10\n", + "FEATURES = 200" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [], + "source": [ + "class NeuralNetworkModel(torch.nn.Module):\n", + "\n", + " def __init__(self):\n", + " super(NeuralNetworkModel, self).__init__()\n", + " self.fc1 = torch.nn.Linear(FEATURES, 1000)\n", + " self.fc2 = torch.nn.Linear(1000, 500)\n", + " self.fc3 = torch.nn.Linear(500, 1)\n", + "\n", + " def forward(self, x):\n", + " x = self.fc1(x)\n", + " x = torch.relu(x)\n", + " x = self.fc2(x)\n", + " x = torch.relu(x)\n", + " x = self.fc3(x)\n", + " x = torch.sigmoid(x)\n", + " return x" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "# Read train files\n", + "with lzma.open(\"train/in.tsv.xz\", \"rt\", encoding=\"utf-8\") as train_file:\n", + " x_train = [x.strip().lower() for x in train_file.readlines()]\n", + "\n", + "with open(\"train/expected.tsv\", \"r\", encoding=\"utf-8\") as train_file:\n", + " y_train = np.array([int(x.strip()) for x in train_file.readlines()])\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "word2vec = downloader.load(\"glove-twitter-200\")" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "x_train_w2v = [np.mean([word2vec[word.lower()] for word in doc.split() if word.lower() in word2vec]\n", + " or [np.zeros(FEATURES)], axis=0) for doc in x_train]" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [], + "source": [ + "model = NeuralNetworkModel()\n", + "\n", + "criterion = torch.nn.BCELoss()\n", + "optimizer = torch.optim.ASGD(model.parameters(), lr=0.05)" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "0\n", + "0.5444966091123856 0.7128072132302411\n", + "1\n", + "0.5187017436751196 0.7303153888921503\n", + "2\n", + "0.5117590330604093 0.7348944502191112\n", + "3\n", + "0.5075270808198805 0.7376916143781145\n", + "4\n", + "0.5043017516287736 0.7403230206610286\n", + "5\n", + "0.5016950109024928 0.7418977204838748\n", + "6\n", + "0.49942716640870777 0.7432134236253319\n", + "7\n", + "0.49766424133924386 0.7448606425189672\n", + "8\n", + "0.49617289846816215 0.745534033890579\n", + "9\n", + "0.49471875689137873 0.7467116054686286\n" + ] + } + ], + "source": [ + "for epoch in range(EPOCHS):\n", + " print(epoch)\n", + " loss_score = 0\n", + " acc_score = 0\n", + " items_total = 0\n", + " for i in range(0, y_train.shape[0], BATCH_SIZE):\n", + " x = x_train_w2v[i:i+BATCH_SIZE]\n", + " x = torch.tensor(np.array(x).astype(np.float32))\n", + " y = y_train[i:i+BATCH_SIZE]\n", + " y = torch.tensor(y.astype(np.float32)).reshape(-1, 1)\n", + " y_pred = model(x)\n", + " acc_score += torch.sum((y_pred > 0.5) == y).item()\n", + " items_total += y.shape[0]\n", + "\n", + " optimizer.zero_grad()\n", + " loss = criterion(y_pred, y)\n", + " loss.backward()\n", + " optimizer.step()\n", + "\n", + " loss_score += loss.item() * y.shape[0]\n", + " \n", + " print((loss_score / items_total), (acc_score / items_total))" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [], + "source": [ + "# Read dev files\n", + "with lzma.open(\"dev-0/in.tsv.xz\", \"rt\", encoding=\"utf-8\") as dev_file:\n", + " x_dev = [x.strip().lower() for x in dev_file.readlines()]" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [], + "source": [ + "x_dev_w2v = [np.mean([word2vec[word.lower()] for word in doc.split() if word.lower() in word2vec]\n", + " or [np.zeros(FEATURES)], axis=0) for doc in x_train]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "y_dev = []\n", + "with torch.no_grad():\n", + " for i in range(0, len(x_dev_w2v), BATCH_SIZE):\n", + " x = x_dev_w2v[i:i+BATCH_SIZE]\n", + " x = torch.tensor(np.array(x).astype(np.float32))\n", + " \n", + " outputs = model(x\n", + " \n", + " y = (outputs > 0.5)\n", + " y_dev.extend(y)" + ] + } + ] +} \ No newline at end of file diff --git a/test-A/out.tsv b/test-A/out.tsv index f44d790..b4a7662 100644 --- a/test-A/out.tsv +++ b/test-A/out.tsv @@ -1,8 +1,10 @@ 0 0 0 +1 0 0 +1 0 0 0 @@ -15,16 +17,14 @@ 0 0 0 +1 0 0 0 0 0 0 -0 -0 -0 -0 +1 1 0 0 @@ -32,11 +32,7 @@ 0 1 0 -0 -0 -0 -0 -0 +1 0 0 0 @@ -50,17 +46,19 @@ 0 0 1 +1 0 0 +1 0 0 0 0 +1 0 0 0 -0 -0 +1 0 0 0 @@ -76,43 +74,51 @@ 0 0 1 -0 +1 +1 0 0 0 0 1 -0 1 0 +1 0 1 +1 0 0 +1 +1 0 0 0 0 0 0 +1 0 0 1 0 0 +0 1 1 0 0 -1 0 +1 0 +1 0 0 1 0 0 0 +1 0 0 0 @@ -125,19 +131,18 @@ 0 0 1 +1 0 +1 0 0 -0 -0 -0 +1 1 0 0 0 0 0 -1 0 0 0 @@ -146,15 +151,12 @@ 0 0 0 +1 0 0 0 0 0 -1 -0 -0 -0 0 0 0 @@ -165,19 +167,24 @@ 0 0 0 +1 0 0 +1 0 0 +1 0 0 0 -0 +1 0 0 0 1 0 +1 +1 0 0 0 @@ -192,9 +199,6 @@ 0 0 0 -1 -0 -0 0 0 0 @@ -211,10 +215,6 @@ 0 0 0 -0 -0 -0 -1 1 0 0 @@ -229,15 +229,10 @@ 0 1 0 -0 -0 1 0 0 -0 -0 -0 -0 +1 0 0 0 @@ -247,42 +242,44 @@ 0 0 0 +1 0 0 0 1 0 0 +1 +1 +1 0 0 0 +1 0 0 0 +1 0 0 0 0 +1 0 0 0 0 +1 0 1 0 0 1 -0 1 -0 1 0 0 0 -0 -0 -0 -1 1 0 1 @@ -290,12 +287,6 @@ 0 0 0 -0 -0 -0 -0 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