Consider the following corpus : and the pretty kitten purred, rubbing against her legs and then...
Fantastic news! We've Found the answer you've been seeking!
Question:
Transcribed Image Text:
Consider the following corpus : and the pretty kitten purred, rubbing against her legs and then ... the pretty furry pussy purred and miaoued... that the tiny kitten miaoued and she... then the big furry dog barks a while... Let C= {while, pretty, purred, rubbing, big, furry, miaoued, barks, tiny}, be a basis vocabulary of context words. (a) Consider the target words, kitten, pussy and dog. Using only the basis vocabulary C, for each target word write down the set of all context words corresponding to a window size equal to 2. Solution: kitten context words = { , ...}, pussy context words = { { }, .}. dog context words - (b) For each target word, write an 9-dimensional vector representation by counting the base vocabulary words appearing two words to the left or right of each instance of the target word. The ordering of words in C should be respected starting with the word "while" and ending with the word tiny. Solution: kitten = (.,,.,,.), pussy (.,.,.,.,.), dog (., ., ., ...). (c) Compute the count-based similarity between individual target words using both Euclidean distance and cosine similarity, respectively. Euclidean Cosine kitten and pussy kitten and dog pussy and dig Consider the following corpus : and the pretty kitten purred, rubbing against her legs and then ... the pretty furry pussy purred and miaoued... that the tiny kitten miaoued and she... then the big furry dog barks a while... Let C= {while, pretty, purred, rubbing, big, furry, miaoued, barks, tiny}, be a basis vocabulary of context words. (a) Consider the target words, kitten, pussy and dog. Using only the basis vocabulary C, for each target word write down the set of all context words corresponding to a window size equal to 2. Solution: kitten context words = { , ...}, pussy context words = { { }, .}. dog context words - (b) For each target word, write an 9-dimensional vector representation by counting the base vocabulary words appearing two words to the left or right of each instance of the target word. The ordering of words in C should be respected starting with the word "while" and ending with the word tiny. Solution: kitten = (.,,.,,.), pussy (.,.,.,.,.), dog (., ., ., ...). (c) Compute the count-based similarity between individual target words using both Euclidean distance and cosine similarity, respectively. Euclidean Cosine kitten and pussy kitten and dog pussy and dig
Expert Answer:
Related Book For
Taxation Of Individuals And Business Entities 2015
ISBN: 9780077862367
6th Edition
Authors: Brian Spilker, Benjamin Ayers, John Robinson, Edmund Outslay, Ronald Worsham, John Barrick, Connie Weaver
Posted Date:
Students also viewed these programming questions
-
1. Employees are required to take vacations. 2. 3. Blank checks are locked in a safe. Each month, the assets on hand are compared to the accounting records by an internal auditor. 4. Only one...
-
QUIZ... Let D be a poset and let f : D D be a monotone function. (i) Give the definition of the least pre-fixed point, fix (f), of f. Show that fix (f) is a fixed point of f. [5 marks] (ii) Show that...
-
Q1. You have identified a market opportunity for home media players that would cater for older members of the population. Many older people have difficulty in understanding the operating principles...
-
The B.B. Lean Co. has 1.4 million shares of stock outstanding. The stock currently sells for $20 per share. The firm's debt is publicly traded and was recently quoted at 93 percent of face value. It...
-
Draw the structure of a. 1,3,5-trimethylphenol b. 4-ethyl-2,6-difluorotoluene
-
You can start thinking about the intersection of government and the economy in the United States by considering your everyday life. From the time you get up in the morning until you go to bed at...
-
Richard, Inc., which closes its books on December 31, is authorized to issue \(\$ 600,000\) of six percent, 20 -year bonds dated March 1, with interest payments on September 1 and March 1. Required...
-
Multiple Choice Questions The following questions deal with deficiencies in internal control. Choose the best response. a. Which of the following is an example of an operation deficiency in internal...
-
Waterway Landscaping plants grass seed as the basic landscaping for business campuses. During a recent month, the company worked on three projects (Remington, Chang, and Wyco). The company is...
-
A construction company wants to determine the optimal replacement policy for the earth mover it owns. The company has a policy of not keeping an earth mover for more than five years, and has...
-
2 Evalu la integral xy dx - xy dy sobre la curva C dada por los vrtices del cuadrado (2,4), (-2,4), (-2,-4), (2,-4) en sentido contrario a las manecillas del reloj.
-
Parallel operation of two or more alternators on a common busbars is achieved among alternators first through synchronization and then load-sharing. a) (i) Why are alternators put in parallel anyway?...
-
Child and his sled ( m = 4 0 kg ) are moving on ice ( assume frictionless ) at 1 2 m / s and then hit a patch of grass and ice with a coefficient of friction of 0 . 5 5 . How far will the child and...
-
There is information asymmetry in a "principal and agent relationship". Principal is the main entity whose interests should be realized. An agent should work for the interest of the Principal. This...
-
Given f(x)=x+x+4 and g(x)= 1 =- x find (fog)(x)
-
Multiply 9 3 9 3 4 8 0 5 3
-
What is the price of a 1000 annual coupon bond, coupon rate of 10%, matures in 4 years, and YTM is 10%? What is the price if the YTM increases to 12%? What is the price if the YTM decreases to 8%?
-
Chloroplasts are illuminated until the levels of the Calvin cycle intermediates reach a steady state. The light is then turned off. How does the level of RuBP vary after this point?
-
The Mann Corporation began operations in 2015. Information relating to the companys purchases of inventory and sales of products for 2015 and 2016 is presented below. Calculate the FIFO cost of goods...
-
The Mann Corporation began operations in 2015. Information relating to the companys purchases of inventory and sales of products for 2015 and 2016 is presented below. Calculate the LIFO cost of goods...
-
The Mann Corporation began operations in 2015.Information relating to the companys purchases of inventory and sales of products for 2015 and 2016 is presented below. Calculate the weighted-average...
Study smarter with the SolutionInn App