Jesús Amieiro Becerra amieiro

How to calculate the alignment between BERT and spaCy tokens effectively and robustly

site: https://tamuhey.github.io/tokenizations/

Natural Language Processing (NLP) has made great progress in recent years because of neural networks, which allows us to solve various tasks with end-to-end architecture. However, many NLP systems still require language-specific pre- and post-processing, especially in tokenizations. In this article, I describe an algorithm that simplifies calculating correspondence between tokens (e.g. BERT vs. spaCy), one such process. And I introduce Python and Rust libraries that implement this algorithm. Here are the library and the demo site links:

repo: https://github.com/tamuhey/tokenizations

Source: StackOverflow

1. Run `defrag` in the guest (Windows only)

2. Nullify free space:

With a Linux Guest run this:

sudo dd if=/dev/zero | pv | sudo dd of=/bigemptyfile bs=4096k
sudo rm -rf /bigemptyfile

	#!/bin/bash
	# Install Wordpress with Square Candy default using WP CLI
	read -p 'Site URL (example.com): ' url
	read -p 'Site Title: ' title
	read -p 'WP Admin username: ' admin_user
	read -sp 'WP Admin password: ' admin_password
	read -p '
	WP Admin email: ' admin_email
	read -p 'Database name: ' dbname
	read -p 'Database user: ' dbuser

-#!/usr/bin/env php
-<?php
-date_default_timezone_set('GMT');
-if (count($argv)<2) {
-	echo $argv[0] . ' <token> <until>' . PHP_EOL;
-	echo 'Example: ' . $argv[0] . ' abcd-12345678-123456789-12345 \'-3 months\'' . PHP_EOL;
-	exit;
-}

	<?php

	/*
	(2014) Main source -> http://lancenewman.me/posting-a-photo-to-instagram-without-a-phone/

	I just managed to sniff Instagram traffic and fixed the code

	-- Have fun - batuhan.org - Batuhan Katırcı
	--- for your questions, comment @ http://batuhan.org/instagram-photo-upload-with-php/

	@binkmail.com
	@bobmail.info
	@chammy.info
	@devnullmail.com
	@letthemeatspam.com
	@mailinater.com
	@mailinator.net
	@mailinator2.com
	@notmailinator.com
	@reallymymail.com

	# Sexy Solarized Bash Prompt, inspired by "Extravagant Zsh Prompt"
	# Customized for the Solarized color scheme by Sean O'Neil

	if [[ $COLORTERM = gnome-* && $TERM = xterm ]] && infocmp gnome-256color >/dev/null 2>&1; then TERM=gnome-256color; fi
	if tput setaf 1 &> /dev/null; then
	tput sgr0
	if [[ $(tput colors) -ge 256 ]] 2>/dev/null; then
	BASE03=$(tput setaf 234)
	BASE02=$(tput setaf 235)
	BASE01=$(tput setaf 240)

	REM http://www.msfn.org/board/topic/119612-how-to-install-a-font-via-the-command-line/

	@ECHO OFF
	TITLE Adding Fonts..
	REM Filename: ADD_Fonts.cmd
	REM Script to ADD TrueType and OpenType Fonts for Windows
	REM By Islam Adel
	REM 2012-01-16

	REM How to use:

	# store all solarized files in one place
	mkdir ~/.solarized
	cd ~/.solarized

	# http://www.webupd8.org/2011/04/solarized-must-have-color-paletter-for.html
	git clone https://github.com/seebi/dircolors-solarized.git
	eval `dircolors ~/.solarized/dircolors-solarized/dircolors.256dark`
	ln -s ~/.solarized/dircolors-solarized/dircolors.256dark ~/.dir_colors

	git clone https://github.com/sigurdga/gnome-terminal-colors-solarized.git

Jesús Amieiro Becerra amieiro

How to calculate the alignment between BERT and spaCy tokens effectively and robustly

1. Run defrag in the guest (Windows only)

2. Nullify free space:

1. Run `defrag` in the guest (Windows only)