Apertium VS Wiktionary

This is very cool, looking forward to it! I've been doing the same thing with Spanish Wikipedia articles for a while, using a few lines of Bash + Regex. I was using Apertium for it. https://apertium.org/ It's definitely worse than most ML-based solutions, but it works reliably and fast; you can run it entirely offline. With Spanish translations, the main problem I was facing is lack of vocabulary, so I created - Source: Hacker News / 8 months ago

I used to keep track of the state of machine translation some years back. I think the way you measure the success of an automated translation is edit distance, i.e. How many manual edits you need to make to a translated text before you reach some acceptable state. I suppose it's somewhat subjective, but it is possible to construct a benchmark and allow for multiple correct results. The best resources I knew back... - Source: Hacker News / almost 2 years ago

Apertium is one of them. We make open-source rule-based machine translation systems, and our core tools are in C++. A few of our proposed ideas involve modifying those C++ tools with new features or improvements to existing features. Source: about 3 years ago

When you use the dictionary in English, as I tell to anyone learning English, the best dictionary is not a traditional dictionary, but is wiktionary.org, which itself includes the same definitions as the ones you've linked, but additionally contains "usage notes" that point out how rare and niche the archaic use of "America" to refer to a geographical continent is. It only comes up when you are talking about... Source: 11 months ago

For single words just use a dictionary. wiktionary.org works most of the time and usually is very informative. Source: 11 months ago

Wiktionary.org is very good if you can read Finnish well enough. I don't expect English wiktionary to have a lot of content. Source: 11 months ago

Two good resources to check for accurate pronunciation are wiktionary.org and forvo.com for a variety of voice recordings for words. Source: 12 months ago

For words, it helps a lot to look them up on wiktionary.org or dictionary.com and read the IPA. For example, "complicated" is a word which stresses the 1st syllable, but you've put the stress on the 3rd. Generally, the stress stays on the same part of the word as the root word (COM-pli-cate), and adding -ed or -ing doesn't change it. e.g. MO-ti-vate, MO-tivating, MO-tivated. Source: 12 months ago