Natural Language Processing (NLP) Quiz Question and Answers
spaCy consists of ____ .
- entity recognizer
- parser
- tagger
- All of the options
Name the function used to find similarity score in spaCy?
- similar
- simil
- sim
- similarity
Which function is used to load a model in spaCy?
- load
- get_model
- model
- load_model
Why does spaCy store strings in hashed form?
- To save space
- For less complexity
- For easier programming
- For consistency
______ is the displaCy method used to get the HTML representation of the visualization.
- serve_code
- rend
- html
- render
Name the method that can be used to whip up a server for visualization in spaCy quickly?
- dep.serve
- dep.server
- displacy.server
- displacy.serve
Name the sub-module of spaCy that must be imported to use visualizers of spaCy.
- visualspacy
- displacy
- dspacy
- splacy
spaCy is cross-platform. State if the statement is true or false?
- True
- False
Spacy cannot do proper NER without the help of models. Is the statement true or false?
- True
- False
Spacy offers the fastest syntactic parser in the world. Is the statement true or false?
- True
- False
SpacSpacy’s pre-trained models for NER can be customized. Is the statement true or false?
- True
- False
displaCy is used to visualize syntactic dependencies. Is the statement true or false?
- True
- False
displaCy can be used in Jupyter Notebooks. Is the statement true or false?
- True
- False
A Doc object is a collection of what objects?
- Token
- Ents
- Entity
- Ent
Token does not have contextual information. Is the statement true or false?
- True
- False
Token is not a view into a Doc object. Is the statement true or false?
- True
- False
Slices of a Doc object forms an object of ________ class.
- Span
- Token
- Doc
- Doc cannot be sliced
Which parameter of serve method in displaCy determines the nature of visualization?
- type
- style
- cust
- val
Which one of the following options are used to normalize the input data?
- Lemmatisation
- POS tagging
- Tokenisation
- NER
Name the method that can be used to find the expansion of abbreviations in spaCy.
- means
- meaning
- explain
- what
Lexeme has no contextual information. Is the statement true or false?
- True
- False
What is the output of: doc = nlp(“The quick brown fox jumps over the lazy dog”) print(doc[2:4])?
- quick brown
- brown fox
- fox over
- lazy dog
What is the expansion of POS?
- Post Office Speech
- Parted Office Speech
- Part Of Speech
- Paint Of Speech
Name the attribute of Token which will give the name of its POS tag in string form.
- pos_
- pos
- pos_string
- pos_str
What is the POS tag for unknown?
- UNK
- unknown
- ?
- X
Strings are handled internally in their unhashed forms.Is the statement true or false?
- True
- False
Doc object does not have any metadata with it. Is the statement true or false?
- True
- False
To obtain raw HTML for a visualization in displaCy, which parameter must be set to True?
- raw
- page
- raw_html
- html
Vocab provides lookup tables. Is the statement true or false?
- True
- False
What is the lemma of Jane?
- Janes
- Jane
- Janing
- Janer
What size of Hashes are used for strings in spaCy?
- 30
- 32
- 62
- 64
What is the name of the displacy ent visualisation in style parameter?
- det
- dnt
- ent
- dpt
What is the lemma of ran?
- run
- runs
- runner
- running
What is the main advantage of using a centralized string store?
- Improved performance
- String store is not centralized
- Less space
- Consistency
Indexing in a Span object is character-wise. Is the statement true or false?
- True
- False
What is the name of the displaCy visualizer?
- dep
- dis
- ent
- disp
The maximum similarity score is 0. Is the statement true or false?
- True
- False
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