Urdu NLP: Abusive Language Detection

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Questions and Answers

Match the following terms related to online content moderation with their definitions:

Abusive content = Content that is harmful or offensive in nature Challenging issue = A difficult problem to solve Automatically detect = Using technology to identify abusive content Filter = To remove or block unwanted content

Match the following phrases related to online content management with their meanings:

Tackle this challenging issue = To address and solve the problem Effectively tackle = To deal with the problem successfully Crucial to = Extremely important for Challenging issue = A difficult problem to solve

Match the following words related to online content moderation with their synonyms:

Crucial = Essential Abusive = Offensive Challenging = Difficult Tackle = Address

Match the following phrases related to online content moderation with their purposes:

<p>Automatically detect = To identify abusive content quickly Effectively tackle = To solve the problem of abusive content Filter such abusive content = To remove harmful content Tackle this challenging issue = To address the problem of abusive content</p> Signup and view all the answers

Match the following terms related to online content moderation with their implications:

<p>Abusive content = Negative impact on users Challenging issue = Difficulty in solving the problem Crucial to = Importance of addressing the issue Tackle this challenging issue = Finding a solution to the problem</p> Signup and view all the answers

Match the authors with their respective research areas:

<p>S.Jan et al. = Blockchain Other researchers = Artificial Intelligence Research team = Generative Models Authors = Smart OS</p> Signup and view all the answers

Match the following terms with their respective fields of study:

<p>Expert Systems = Artificial Intelligence Blockchain = Distributed Ledger Technology Generative Models = Machine Learning Smart OS = Operating Systems</p> Signup and view all the answers

Match the following publications with their respective fields of study:

<p>Expert Systems = Computer Science Journal of Blockchain Research = Cryptography AI Magazine = Artificial Intelligence Operating System Review = Computer Systems</p> Signup and view all the answers

Match the following concepts with their respective applications:

<p>Blockchain = Decentralized Data Storage Generative Models = Image Generation Smart OS = Internet of Things Expert Systems = Decision Support Systems</p> Signup and view all the answers

Match the following research areas with their respective methodologies:

<p>Blockchain = Distributed Ledger Technology Generative Models = Machine Learning Smart OS = System Integration Expert Systems = Knowledge Representation</p> Signup and view all the answers

Match the following data types with their numerical representations:

<p>Categorical data = One-hot encoding Numerical data = Ordinal scaling Text data = Tokenization Image data = Pixel values</p> Signup and view all the answers

Match the following machine learning tasks with their primary data requirements:

<p>Classification = Labeled categorical data Regression = Continuous numerical data Clustering = Unlabeled categorical data Dimensionality reduction = High-dimensional numerical data</p> Signup and view all the answers

Match the following data processing steps with their purposes:

<p>Data preprocessing = Handling missing values Data transformation = Scaling numerical data Data reduction = Reducing dimensionality Data visualization = Visualizing trends</p> Signup and view all the answers

Match the following data representation formats with their characteristics:

<p>CSV = Comma-separated values JSON = JavaScript Object Notation XML = Extensible Markup Language AVRO = Binary data serialization</p> Signup and view all the answers

Match the following NLP techniques with their primary usage:

<p>fastText = Text classification and sentiment analysis TF/IDF = Converting words to numerical vectors Word2Vec = Capturing contextual relationships Bi-GRU = Handling sequential input data</p> Signup and view all the answers

Match the following data analysis techniques with their applications:

<p>Descriptive statistics = Summarizing data distributions Inferential statistics = Making inferences about populations Exploratory data analysis = Identifying data relationships Predictive modeling = Forecasting future outcomes</p> Signup and view all the answers

Match the following deep learning models with their architecture:

<p>LSTM = Long short-term memory network GRU = Gated recurrent unit network Bi-LSTM = Bidirectional long short-term memory network Bi-GRU = Bidirectional gated recurrent unit network</p> Signup and view all the answers

Match the following NLP tasks with their primary goal:

<p>Abusive Language = Detecting offensive language in text Text classification = Categorizing text into categories Sentiment analysis = Determining emotional tone in text Language modeling = Predicting next word in a sequence</p> Signup and view all the answers

Match the following NLP models with their functionality:

<p>Word2Vec = Word embeddings for semantic analysis fastText = Fast and scalable text classification Bi-GRU = Sequential input data processing LSTM = Long-term dependencies in sequential data</p> Signup and view all the answers

Match the following NLP applications with their domain:

<p>Urdu = Language modeling for Urdu text Abusive Language = Detecting abusive language in social media Sentiment analysis = Analyzing customer reviews for sentiment Text classification = Classifying news articles by topic</p> Signup and view all the answers

Match the following data types with their characteristics:

<p>Natural Languages = Can be understood by humans Photos = Can be pixelated Videos = Can be in MP4 format Computer Language = Can be compiled</p> Signup and view all the answers

Match the following with what computers lack the ability to comprehend:

<p>Photos = Visual data Videos = Visual data Natural Languages = Linguistic nuances Algorithms = Logical instructions</p> Signup and view all the answers

Match the following with what humans are capable of understanding:

<p>Natural Languages = Linguistic nuances Photos = Visual data Videos = Visual data Algorithms = Logical instructions</p> Signup and view all the answers

Match the following with their respective formats:

<p>Photos = JPEG Videos = MP4 Natural Languages = Text-based Algorithms = Source code</p> Signup and view all the answers

Match the following with what computers are capable of understanding:

<p>Algorithms = Logical instructions Photos = Binary data Videos = Binary data Natural Languages = Linguistic nuances</p> Signup and view all the answers

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