Question: Let consider B a corpus which only contains one single bitstring: 110111001011101111000 (a) (1.5 points) Calculate the following bigram probabilities from the corpus B using

Let consider B a corpus which only contains one single bitstring:

Let consider B a corpus which only contains one single bitstring: 110111001011101111000 (a) (1.5 points) Calculate the following bigram probabilities from the corpus B using MLE (Maximum Likelihood Estimation). Answer with a ratio p/q, not a floating point number. P(01) and P(00) (b) (1.5 points) Assume a bigram language model created from corpus B. For each of the following bitstrings, decide if it is more probable that x1 resp x2 is 0 or 1 . 1010101x1 and 0101010x2 (c) (2 points) Calculate the following bigram probabilities from the corpus B using Laplacian smooting. Answer with a ratio p/q, not a floating point number. P(01),P(11),P(00) and P(10) (d) (1 point) What is the point of using a Laplace smoothing in this case

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer

Step: 1 Unlock blur-text-image

Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock

Step: 3 Unlock

Students Have Also Explored These Related Databases Questions!

Solve the following questions Simple linear regression is a statistical method that allows us to summarize and study relationships between two continuous (quantitative) variables: One variable,...

Explain the following questions.This question is complete IS-LM Model (Based on Mankiw Ch. 12 #3). Use the information about the following economy to build the IS-LM model. a. The consumption...

Explain the following. Simple linear regression is a statistical method that allows us to summarize and study relationships between two continuous (quantitative) variables: One variable, denoted X,...

Solve the attached questions below. We study the effect of cigarette smoking on the child's birth weight via the simple linear regression Yr =30 +3131} +ui1f01' i: 1,...,n where Y is the birthweight...

The following attachments are for microeconomics. Provide elaborate solutions to them. We study the effect of cigarette smoking on the child's birth weight via the simple linear regression Yr =30...

Explain the following questions and draw graphs where necessary. We study the effect of cigarette smoking on the child's birth weight via the simple linear regression Yr =30 +3131} +ui1f01' i:...

Provide solutions for the attached questions. We study the effect of cigarette smoking on the child's birth weight via the simple linear regression Yr =30 +3131} +ui1f01' i: 1,...,n where Y is the...

MATHEMATICS FOR MACHINE LEARNING Marc Peter Deisenroth A. Aldo Faisal Cheng Soon Ong Contents Foreword 1 Part I Mathematical Foundations 9 1 Introduction and Motivation 11 1.1 Finding Words for...

Exercises Chapter 2 2.1 Marginal and conditional probability: The social mobility data from Section 2.5 gives a joint probability distribution on (Y1 , Y2 )= (father's occupation, son's occupation)....

Algorithms in Artificial Intelligence (or, the old name: Introduction to Algorithmic Decision Making) Part 1 Based on slides by David Sarne and Lirong Xia Course Tentative Schedule Introduction...

The following financial information was taken from the books of Zone Health Club, a small spa and fitness club. Account Balances as of December 31, Year 2 Accounts Receivable Accounts Payable...

Compare and contrast the issues in private sector subcontracting to privatization in the public sector.

Revaluations under AASB 1 1 6 Property, Plant and Equipment apply to: a . assets on a class - by - class basis. b . individual current assets only. c . all assets on an individual basis. d ....

P-1) (100 Pts.) A chemical manufacturing company (CMC) has a contract for the procurement of the neccssaly chemicals from four suppliers. The chemicals purchased from Supplier A are priced at $20...

(Appendices) Medicaid is a major public assistance program that provides health care to certain low-income individuals and families. Answer the following questions with respect to current Medicaid...

(Appendices) Although eligibility requirements for unemployment compensation vary among the states, there are a number of common eligibility requirements. Assume that a worker meets the qualifying...

(Appendices) State and local governments typically provide defined-benefit retirement plans to eligible employees. Defined-benefit pension plans have certain common Features. LO6 a. Briefly describe...