For this assignment we will focus on natural Language Processing.  Objectives: Demonstrate understanding of the fundamentals of Language Processing tasks such as morphology, syntax, semantics, pragmatics, and give appropriate examples to illustrate their definition.

Natural Language Processing

Assessment Details and Submission Guidelines Assessment Type Group Assignment Assessment Title Practical project on NLP Purpose of the assessment (with ULO Mapping) The students will be able to Knowledge 1. Demonstrate understanding of the fundamentals of Language Processing tasks such as morphology, syntax, semantics, pragmatics, and give appropriate examples to illustrate their definition. 2. Demonstrate understanding of modern concepts and approaches in Natural Language Processing. 3. An awareness of the state of the art applications which benefit from the use of natural language processing techniques.

Natural Language Processing

Skills 2. Formulate design specifications for a natural language processing task. Aspect of Competence Autonomy and Responsibility 3. Apply the most appropriate approach for a particular natural language processing task. Role in Context 4. Acquire team working skills Self-development 5. Solve relevant natural language processing problems for a particular domain. 6. Illustrate difficulties involved with the processing phases of language (e.g., ambiguity) and their handling methods. Weight 40% of the total assessments Total Marks 100 Word limit 4000-6000 words Due Date Week 10 Submission Guidelines · All work (application + report) must be submitted on Blackboard by the due date along with a completed Report Cover Page.

Natural Language Processing

· The assignment must be in MS Word format, 1.5 spacing, 12-pt Times New Roman font and 2.54 cm margins on all four sides of your page with appropriate section headings. · Reference sources must be cited in the text of the report and listed appropriately at the end in a reference list using Harvard referencing style. Academic Integrity Copying or paraphrasing someone’s work (code included) or permitting your own work to be copied or paraphrased, even if only in part, is not allowed, and would result in a disciplinary action according to the university policy. Any resources or ideas borrowed from other sources should be explicitly referenced in text and bibliographies. https://youtu.be/5ctbvkAMQO4

Natural Language Processing

1. Purpose In this assignment, you will have to work on a project of your choice in natural language processing. You will have to decide in agreement with the instructor on the topic of your project. Once you select the problem you want to address, you will have to: · Review the literature relevant to the problem. · Design and implement an algorithm that solves the problem. · Evaluate the algorithm used. · Write a report describing the problem and your findings. Your topic might not be limited to the suggested list. You can choose any NLP topic and follow the guidelines in this assignment. · Developing an Arabic Chatbot for medical diagnosis.

Natural Language Processing

Analyzing the opinions on COVID-19 vaccine in Twitter messages. · Named entity recognition in electronic medical records. · Extracting information from social media. · Extracting information from medical documents. 2. Guidelines for Report Below are the guidelines on how to write your report. You may use it as a general guide in structuring your final report. Abstract 1. Introduction 2. Related work 3. Methodology 4. Findings 5. Evaluation 6. Discussion and conclusion References

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