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39 interview questions on Natural Language Processing - Fundamentalsfor developers (2024)

Test your technical skills before an interview of Natural Language Processing - Fundamentals with 39 corrected questions. Beginner, Intermediate or Expert level.

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39 questions
Easy
8 votes500 runs0 comment

What does NER mean?

Data Scientist
NLP (Natural language processing)
named entity recognition
nlp
Constantinat Mar 16, 2022
Easy
3 votes451 runs0 comment

What is the LDA used for?

Data Scientist
NLP (Natural language processing)
dimensionality reduction
topic modeling
Constantinat Mar 16, 2022
Easy
2 votes461 runs1 comment
Easy
2 votes439 runs0 comment
Easy
1 vote480 runs0 comment

Lemmatization of the term 'went'

Data Scientist
NLP (Natural language processing)
lemmatization
nlp
Constantinat Mar 16, 2022
Easy
1 vote463 runs0 comment

What is the difference between lemmatization and stemming?

Data Scientist
NLP (Natural language processing)
stemming
lemmatization
Constantinat Mar 16, 2022
Easy
1 vote430 runs0 comment

In what context could a sentimental analysis be the most useful?

Data Scientist
NLP (Natural language processing)
sentiment
nlp
Constantinat Mar 16, 2022
Easy
1 vote419 runs0 comment

Transfer learning is the use of a model trained on other data.

Data Scientist
NLP (Natural language processing)
models
data
Constantinat Mar 16, 2022
Medium
1 vote190 runs0 comment
Easy
1 vote137 runs0 comment

Co-reference resolution is the task of determining which words or groups of words refer to the same entity.

Data Scientist
NLP (Natural language processing)
coreference resolution
named entity recognition
Constantinat Mar 16, 2022
Easy
1 vote22 runs0 comment

What is the TF-IDF approach?

Data Scientist
NLP (Natural language processing)
Claudioat Jan 25, 2024
Medium
0 vote431 runs0 comment
Medium
0 vote431 runs0 comment

How does cosine similarity work?

Data Scientist
NLP (Natural language processing)
similarity
cosine
Constantinat Mar 16, 2022
Easy
0 vote427 runs0 comment
Easy
0 vote427 runs0 comment

Word Sense Disambiguation (WSD) is an algorithm to choose the word that best matches the context.

Data Scientist
NLP (Natural language processing)
word sense disambiguation
disambiguation
Constantinat Mar 16, 2022
Medium
0 vote427 runs0 comment

What is the POS tag used for?

Data Scientist
NLP (Natural language processing)
part-of-speech
tagging
Constantinat Mar 16, 2022
Easy
0 vote427 runs0 comment

Word2Vect allows creating vectors from words

Data Scientist
NLP (Natural language processing)
word2vec
vectors
Constantinat Mar 16, 2022
Easy
0 vote419 runs0 comment
Easy
0 vote417 runs0 comment

What does BERT mean?

Data Scientist
NLP (Natural language processing)
language models
transformers
Constantinat Mar 16, 2022