I am looking for a proper solution to this question. This question has been asked many times before and I didn’t find a single answer that suited.
I need to use a corpus in NLTK to detect whether a word is an English word
I have tried to do :
wordnet.synsets(word)
This doesn’t work for many common words.
Using a list of words in English and performing lookup in a file is not an option.
Using enchant is not an option either.
If there is another library that can do the same, please provide the usage of the api.
If not, please provide a corpus in nltk which has all the words in English.
MattG
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asked Mar 17, 2015 at 12:54
akshitBhatiaakshitBhatia
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NLTK includes some corpora that are nothing more than wordlists. The Words Corpus is the /usr/share/dict/words file from Unix, used by some spell checkers. We can use it to find unusual or mis-spelt words in a text corpus, as shown in :
def unusual_words(text):
text_vocab = set(w.lower() for w in text.split() if w.isalpha())
english_vocab = set(w.lower() for w in nltk.corpus.words.words())
unusual = text_vocab - english_vocab
return sorted(unusual)
And in this case you can check the member ship of your word with english_vocab.
>>> import nltk
>>> english_vocab = set(w.lower() for w in nltk.corpus.words.words())
>>> 'a' in english_vocab
True
>>> 'this' in english_vocab
True
>>> 'nothing' in english_vocab
True
>>> 'nothingg' in english_vocab
False
>>> 'corpus' in english_vocab
True
>>> 'Terminology'.lower() in english_vocab
True
>>> 'sorted' in english_vocab
True
answered Mar 17, 2015 at 13:01
6
I tried the above approach but for many words which should exist so I tried wordnet. I think this have more comprehensive vacabulary.-
from nltk.corpus import wordnet
if wordnet.synsets(word):
#Do something
else:
#Do some otherthing
answered Jun 20, 2017 at 5:45
Based on my experience, found two options with NTLK:
1:
from nltk.corpus import words
unknown_word = []
if token not in words.words():
unknown_word.append(token)
2:
from nltk.corpus import wordnet
unknown_word = []
if len(wordnet.synsets(token)) == 0:
unknown_word.append(token)
Performance of option 2 is better. More relevant word got capture in option 2.
I will recommended to go for option 2.
answered Oct 15, 2020 at 11:24
1
What is the answer to the Word spelled incorrectly in the dictionary Puzzle? The right answer to the Puzzle is “Incorrectly.” As per the puzzle, the Word that is spelled incorrectly in the dictionary is “Incorrectly.” This particular riddle is to check your thinking & grammatical skill.
Contents
- 1 What word is spelled incorrectly in every single dictionary?
- 2 Which English word is supposed to be Spelt incorrectly?
- 3 Is Spelt incorrectly?
- 4 What starts with E and ends with E and has one letter?
- 5 What is the most misspelled word in the dictionary?
- 6 Which English word is always read wrong?
- 7 What are the 10 most misspelled words?
- 8 Is it spelled GREY or gray?
- 9 Which one of the following word is correctly spelt?
- 10 Which of the below given word is spelt correctly?
- 11 What has one eye but Cannot see anything?
- 12 What gets bigger the more you take away?
- 13 What goes up and down without moving?
- 14 What is the most misspelled word of 2021?
- 15 What is the hardest spelling bee word?
- 16 What are 5 commonly misspelled words?
- 17 Is Understanded a word?
- 18 What is the meaning of Spelt word?
- 19 Which is the hardest word in English?
- 20 Why is spelling in English so difficult?
What word is spelled incorrectly in every single dictionary?
in every single dictionary in print. Sometimes the question is worded: “What is the only word that is spelled wrong in the dictionary?” In that case, the trick answer is “wrong.”
Which English word is supposed to be Spelt incorrectly?
Oxford Says These 17 Words Are Spelled Wrong Most Often (Out of More Than 2 Billion)
| Correct Spelling | Common Misspelling |
|---|---|
| existence | existance |
| foreseeable | forseeable |
| harass | harrass |
| interrupt | interupt |
Is Spelt incorrectly?
It’s true; the American English past tense form is spelled. In other varieties of English, both spelled and spelt are common. So, if you’re in the United States, you would probably write it like this: The past tense of the verb “spell” can be spelled in two ways.
What starts with E and ends with E and has one letter?
Originally Answered: What starts with E and ends in E and only has one letter? The answer is envelope because it starts and ends with E, and there is one letter inside.
What is the most misspelled word in the dictionary?
According to Google Trends’ list of most misspelled words by state, our attempts to spell “beautiful” can get pretty ugly. “Beautiful” tops the list of hard-to-spell words in a whopping 11 states, by far the most of any word on the list.
Which English word is always read wrong?
Interesting question. Actually, you have mentioned a obviously relative word in your question. The word “READ” is often read wrongly.
What are the 10 most misspelled words?
List of 10 most commonly misspelled words:
| Correct spelling | Incorrect spelling |
|---|---|
| Accommodate | Acommodate |
| Separate | Seperate |
| Necessary | neccessary |
| Cemetery | Cemetary |
Is it spelled GREY or gray?
Gray and grey are both common spellings of the color between black and white. Gray is more frequent in American English, whereas grey is more common in British English. The varying usage of both grey and gray extends to specialized terms such as animal species (gray/grey whale) and scientific terms (gray/grey matter).
Which one of the following word is correctly spelt?
The word ‘Commission‘ is correctly spelled.
The standard spelling of the word is ‘commission.
Which of the below given word is spelt correctly?
“Facsimile” is the correct word.
What has one eye but Cannot see anything?
needle
The needle has an opening at one end which is the eye of it. Despite that eye, the needle cannot see. Therefore, What has one eye but cannot see answer is a needle.
What gets bigger the more you take away?
HOLE
The answer to this riddle is just one word. The correct answer is ‘HOLE‘. A hole in any kind of substance, may it be cloth, wall, wood or anything else, will only get bigger and bigger if you keep taking away more from it.
What goes up and down without moving?
The answer is: Stairs.
What is the most misspelled word of 2021?
quarantine
The most commonly misspelled word in 2021 was “quarantine,” perhaps to no one’s surprise. Surprisingly, the most misspelled word in three states was “every” with the most common misspelling being “evary.”
What is the hardest spelling bee word?
The 25 Toughest Winning Words Ever Spelled In The National Spelling Bee
- Xanthosis. Year: 1995.
- Euonym. Year: 1997.
- Succedaneum. Year: 2001.
- Autochthonous. Year: 2004.
- Appoggiatura. Year: 2005.
- Ursprache. Year: 2006.
- Laodicean. Year: 2009. Pronunciation: lay-ah-duh-SEE-un.
- Cymotrichous. Year: 2011. Pronunciation: sahy-MAH-truh-kus.
What are 5 commonly misspelled words?
Documented list of common misspellings
- absence – absense, absentse, abcense, absance.
- acceptable – acceptible.
- accidentally/accidently – accidentaly.
- accommodate – accomodate, acommodate.
- achieve – acheive.
- acknowledge – acknowlege, aknowledge.
- acquaintance – acquaintence, aquaintance.
- acquire – aquire, adquire.
Is Understanded a word?
(obsolete) Simple past tense and past participle of understand.
What is the meaning of Spelt word?
Spelt is a grain that’s closely related to wheat.The word spelt is as ancient as the grain itself, going back to Proto-Indo-European language and the word spel, meaning “to split or break off,” possibly because of the way spelt husks split during threshing.
Which is the hardest word in English?
7 most difficult English words that will let you forget what you wanted to say
- Rural.
- Sixth.
- Sesquipedalian.
- Phenomenon.
- Onomatopoeia.
- Supercalifragilisticexpialidocious.
- Worcestershire.
Why is spelling in English so difficult?
There are far more spellings for a sound than pronunciations for letters.There is only one way to pronounce the word spelt by the letters s-e-e-p. But there are several ways of writing the sounds /si:p/, e.g. seep, seap, sepe, siep, and seip.
Ответ:
Feelings 10.3.7 Choose the correct word. Check in the Word List at the back of the book. 7 • anxious • nervous embarrassed • dizzy scared I thought I saw an old friend in the supermarket last week and I waved madly and shouted her name. Only when I got closer, I realised it wasn’t her at all. My cheeks went bright red. Yesterday morning, I got to the bus stop a few minutes later than usual and no one was waiting. I didn’t know if I had missed my bus or not. I was worried that I would be late for work until the bus showed up. Last weekend I watched a horror film with some friends, but I covered my eyes for most of it because I couldn’t watch it. didn’t sleep well that night. 4 At the end of last term, I walked onto the stage in front of the whole school to give a speech. My palms were sweating and I felt like I had a tight knot in my stomach. 5 I went up to the top of Blackpool Tower when I was 15, but I couldn’t enjoy the view at all. I felt like everything was spinning and I had to go back down and wait for my friends at the bottom.
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Get your automatic editor back in action
Updated on April 20, 2022
While Word’s spell check works well most of the time, sometimes it can appear to stop operating. Some simple troubleshooting steps will quickly get Word’s spelling and grammar-checking tool back up and running. These solutions apply to Word for Microsoft 365, Word 2019, Word 2016, Word 2013, Word 2010, and Word for Mac.
Causes of Word’s Spell Check Not Working
There are several reasons Word’s spelling and grammar-checking tool might not be working. You might have changed a simple setting, or the language settings may be off. Exceptions may have been placed on the document or the spell-check tool, or the Word template may have an issue.
Whatever the reason, some easy fixes are likely to have Word back to pointing out mistakes in your documents soon.
The spelling and grammar checker may return an error message about the default language or say «Spelling and grammar check is complete» without flagging any errors. You may not receive any message but may notice the tool isn’t functioning.
Add Grammarly to Word: Learn How Now
How to Fix Word’s Spell Checker Not Working
Follow these troubleshooting steps in the order we present, from the simplest solution to the most complex.
-
Make sure Word spell check is turned on, the most likely culprit and most straightforward solution. If you haven’t enabled automatic spell-checking, the tool won’t function as you expect. Also, select the Mark grammar errors as you type and Check grammar with spelling check boxes.
On a Mac, select Word > Preferences > Spelling & Grammar, and select the Check spelling as you type and Check grammar as you type check boxes.
-
Check Word’s proofing language. Word may be set to the wrong proofing language, causing it to miss errors. Make sure Word is proofing in the correct language, and see if this solves the problem.
-
Check for proofing exceptions. A setting for Hide proofing errors, or other exceptions, may have been enabled in the document. The spell-check tool might not work as expected if a user has made exceptions for checking the spelling or grammar.
-
Open Word in Safe Mode. A Word add-in can interfere with the spelling and grammar-checking tool, causing it to work sporadically or not at all. If you start Word in Safe Mode, add-ins aren’t enabled. See if the spelling and grammar-checking tool works. If it does, move on to step 5.
-
Disable add-ins one at a time. An add-in might be the problem if the spelling and grammar-checking tool worked in Safe Mode. Disable add-ins one at a time to isolate the one causing the issue. When you find the culprit, permanently disable it.
-
Rename the default template. If the issue still isn’t resolved, there could be something wrong with Word’s global template, which is called normal.dotm. Renaming the template could fix the problem. Word will generate a new default document without any customizations.
When you rename the normal.dotm template, you lose the default settings you established, including styles, toolbars, AutoText entries, and macros.
-
Repair Word. If all your efforts haven’t resolved the spell-check problem, use the built-in Office Repair utility to fix Word. This tool repairs the entire Office suite even if there’s only one application you want to fix.
This tool is only available for Windows versions of Office.
-
Contact Microsoft Word. If you still can’t fix the problem with Word’s spelling and grammar-checking tool not working, visit the Microsoft Word help page. With a searchable knowledge base, community forums, and contact information, you’ll find additional help.
FAQ
-
Why is Grammarly not working in Word?
If Grammarly in Word isn’t working, you may be working in a password-protected document, you may have opened the document in Protected View, or the document is stored on a network. To solve the problem, save your document to a local drive and open it from there.
-
How do I turn off spell check in Word?
To turn off spell check in Word on a PC, go to File > Options > Proofing. Uncheck the box next to Check spelling as you type. On a Mac, go to Tools > Spelling & Grammar and select Hide Spelling Errors.
-
How do I reset spell check in Word?
To reset Word’s spell check on a PC, go to the Tools menu and select Spelling & Grammar > Options. In the Proofing Tools section, select Recheck Document. On a Mac, go to Tools > Spelling & Grammar and select Reset Ignored Words and Grammar.
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На основании Вашего запроса эти примеры могут содержать грубую лексику.
На основании Вашего запроса эти примеры могут содержать разговорную лексику.
какое слово
какие слова
какими словами
какое именно слово
каком слове
каким словом
Какое из этих слов
Какое из слов
Предложения
It should be clear which word was deleted.
Важно, чтобы было совершенно ясно, какое слово замещено.
This means attempting to predict which word is being emphasized just by studying the brain’s neural activity.
Это означает, пытается предугадать, какое слово будет подчеркнуто просто изучая нейронную активность мозга.
Yes and any English speaker would know which word to use in which context.
Для того чтобы действительно стать знатоком английского языка, необходимо знать, какие слова следует использовать в определенном контексте.
It defines which word could follow previously recognized words (remember that matching is a sequential process) and helps to significantly restrict the matching process by stripping words that are not probable.
Она определяет, какие слова могут следовать за ранее распознанным словом (помните, что сопоставление — это последовательный процесс), и помогает значительно ограничить процесс сопоставления, удаляя из возможных вариантов те слова, которые не являются вероятными.
At which word will we run into each other?
It’s perfect for when you need to know which word to use in a sentence.
Оно идеально подойдет в том случае, когда вы хотите узнать, какое слово необходимо использовать в предложении.
For example, we can all know which word will appear at the end of this… sentence.
Например, мы все в состоянии предвидеть, какое слово появится в конце этого… предложения.
I don’t even remember which word I put down.
Debates of which word is correct in describing the sport are ongoing.
Споры о том, какое слово является правильным в описании спорта, продолжаются.
It is ideal when you want to know which word to use in a sentence.
Оно идеально подойдет в том случае, когда вы хотите узнать, какое слово необходимо использовать в предложении.
Also invented games that are based on guessing which word is encrypted in this or that character.
Придуманы также игры, которые основываются на том, чтобы угадать, какое слово зашифровано в том или ином иероглифе.
Let the child guess which word is missing.
Попробуйте догадаться, какое слово пропущено.
Depending on which word one chooses, the meaning can be altered.
В зависимости от того, на какое слово падает выделительное ударение, смысл фразы может изменяться.
Otherwise, you could get stuck in a predicament about which word could go next.
В противном случае, вы могли бы застрять в затруднительном положении о том, какое слово может идти дальше.
It’s not up to the manufacturer to choose which word best goes with the design on the product label.
Производитель не может выбрать, какое слово лучше всего сочетается с дизайном на этикетке его товара.
Think about which word is missing for each box.
Определите, какое слово в каждом ряду лишнее.
When the role is written in Russian, you can improvise without thinking about which word goes next.
Когда роль прописана на русском, ты можешь импровизировать, не задумываясь о том, какое слово идет следующим.
The government was considering which word in the Armenian language corresponds the term «republic» better.
Тогда правительство решало, какое слово в армянском языке более соответствует термину «республика».
When we say a phrase, we usually do not know which word will be the final word in it: it appears as if by itself.
Произнося фразу, мы обычно не знаем, какое слово будет в ней завершающим: оно появляется как бы само собой.
5, which word is repeated 5 times?
Предложения, которые содержат which word
Результатов: 229. Точных совпадений: 229. Затраченное время: 284 мс
Documents
Корпоративные решения
Спряжение
Синонимы
Корректор
Справка и о нас
Индекс слова: 1-300, 301-600, 601-900
Индекс выражения: 1-400, 401-800, 801-1200
Индекс фразы: 1-400, 401-800, 801-1200