Major applications of Natural Language Processing

• Neural Machine Translation - This is one of the oldest applications of NLP, which is relevant even in 2021. In this, a machine translation uses a neural network to translate low-impact content and speed up communication with its partners. A recurrent bidirectional network called an encoder processes a source sentence into vectors for another recurrent neural network called the decoder. This helps to predict words in the target language as we see in Google Translate.
• Copywriting - The task that involves creativity and is done by keeping in mind the brand’s vision is now also possible, thanks to NLP. It is helping businesses grow by improving their content marketing strategy. This business world application of natural language processing makes use of the technology to write marketing content that aligns with the brand voice and also provides insights on particular messages that appealed to the target audience.
• Voice assitance - NLP is also used in Siri, Alexa, or Google Assistant. All these voice assistants use speech recognition, natural language understanding, and processing to understand the verbal commands of the user and perform actions accordingly. From the time they were introduced to now, they have transformed into a very reliable gadget.

Following are 3 Uzbek words each of which seperated into internal componenets

• 1. Kashfiyot (invention) -> [kashf-iyot]


• 2. Temiryo'l (railway) -> [temir-yo'l]


• 3. Bilinmas (unknown) -> [bilin(moq)-mas]

3 sentences in Uzbek with the translated form of each part of the sentence:

• 1. Garchi bu element tabiatda eng keng tarqalgan elementlar sirasiga kirsa ham, uning taqdiri shunday gʻalati boʻlgan. - "Although this element is the most common in nature even though it is among the elements, such is its fate it was strange."
  Parts of the sentence: Garchi - "even though", bu element - "this element", tabiatda - "in the nature", keng tarqalgan - "most common", uning taqdiri - "its fate", shunday g'alati - "such strange".


• 2. Avvallari insonlar shunchaki parvoz qilishni orzu qilishardi lekin xozir xamma ucha oladi. - "In the past, people dreamed of flying but know everybody can fly."
  Parts of the sentence: Avvallari - "In the past", people - "odamlar", parvoz qilishni - "to fly", orzu qilishardi - "dreamed of", lekin xozir - "but now", xamma ucha oladi - "everybody can fly"


• 3. Tarixda reaktiv dvigatelga oʻxshash ilk dvigatelni aynan u loyihalagan va amalda ishlatib koʻrgan. - "It was he who designed and put into practice the first engine similar to a jet engine in history."
  Parts of the sentence: Tarixda - "In the history", reaktiv dvigatelga - "jet engine", o'xshash - "similar", ilk dvigatelni - "first engine", u loyihalagan - "he designed", amalda ishlatib koʻrgan - "put into practise"

3 interpretations of "Time flies like an arrow"

• Time Flies Quickly, Similar to an Arrow:
  

  In this interpretation, "like" is used to draw a comparison between the speed of time and the speed of an arrow. It suggests that time passes swiftly and efficiently, just as an arrow travels quickly through the air.

• Time Flies in the Same Way That an Arrow Does:
  

  This interpretation suggests that the sentence is emphasizing the precision and accuracy with which time progresses, similar to how an arrow follows a precise path when shot from a bow.

• Time Flies in the Manner of an Arrow:
  

  Here, the sentence implies that time moves forward in a linear and unidirectional manner, much like the trajectory of an arrow when it's released. This interpretation focuses on the idea that time moves in a straight line without deviation.

The most likely forms to the phrase "The prime"

• The prime minister: If the context is political, "minister" could be the expected word.


• The prime number: If the context is mathematical, "number" or another mathematical term might follow.


• The prime directive: In a science fiction context (commonly associated with Star Trek), "directive" is expected.