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lines changed Original file line number Diff line number Diff line change @@ -8,7 +8,7 @@ Gets the "complete thought" from a verb and a noun using Moby Thesaurus
88- It uses the Moby Thesaurus to get the "complete thought" from a verb and a noun.
99- This is meant for Natural Language Processing (NLP) tasks.
1010
11- How does it work?
11+ ## How does it work?
1212- The code looks for "complete thoughts", see the link to Wikipedia here:
1313```
1414https://simple.wikipedia.org/wiki/Simple_sentence
@@ -27,7 +27,7 @@ https://www.phpclasses.org/package/10056-PHP-Natural-language-processing-using-S
2727
2828## What can I do with the result?
2929
30- - First, you can use it in spam killers: if there are related words in a text, the text is probably not fake.
30+ - First, you can use it in spam killers: if there are complete thoughts in a text, the text is probably not fake.
3131- Second: you can use this for creating reports and understanding text.
3232- Third: this could be used as suggestions in search engines.
3333
@@ -51,7 +51,7 @@ You can install the adapter by putting the following line into your composer.jso
5151
5252## Recommended practices
5353
54- - Looking up words in the thesaurus costs a lot of time, sometimes up to 2 seconds. You should only lookup words if you need to.
54+ - Looking up words in the thesaurus can take up to 2 seconds. You should only lookup words if you need to.
5555- To select the most important words like verbs and nouns, you can use a NLP parser like Stanford's CoreNLP
5656- To use Stanford CoreNLP check these links:
5757```
Original file line number Diff line number Diff line change 149149 </ul>
150150 <h3>What can I do with the result?</h3>
151151 <ul class="list-group">
152- <li class="list-group-item">First, you can use it in spam killers: if there are related words in a text, the text is probably not fake.</li>
152+ <li class="list-group-item">First, you can use it in spam killers: if there are complete thoughts in a text, the text is probably not fake.</li>
153153 <li class="list-group-item">Second: you can use this for creating reports and understanding text.</li>
154154 <li class="list-group-item">Third: this could be used as suggestions in search engines.</li>
155155 </ul>
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