AI and Machine Learning in Language Acquisition

Which of the following best defines language acquisition?

• • The ability to translate texts between languages.

• • The development of artificial intelligence systems for communication.

• • The process by which humans learn to understand and use language.

What is the role of social interaction in language acquisition according to traditional theories?

• • It is essential for language acquisition, particularly in early childhood.

• • It plays a minimal role in early language development.

• • It enhances language acquisition through repetitive drills and exercises.

Which method emphasizes grammatical rules and vocabulary translation in language learning?

• • Grammar-Translation Method

• • Direct Method

• • Audio-Lingual Method

How does machine learning (ML) differ from traditional programming?

• • ML requires explicit instructions for every task.

• • ML enables computers to learn from data without explicit programming.

• • ML can only be applied to supervised learning.

Which AI-powered application transcribes spoken language into text to aid language learning?

• • Machine Translation

• • Speech Recognition

• • Conversational AI

What type of learning occurs when an algorithm learns from labeled data to make predictions?

• • Supervised Learning

• • Reinforcement Learning

• • Unsupervised Learning

Which of the following technologies is used to create immersive language learning environments?

• • Natural Language Processing (NLP)

• • Virtual and Augmented Reality

• • Clustering Algorithms

In the context of machine learning, which type of model is best suited for discovering hidden patterns in data?

• • Supervised Learning

• • Reinforcement Learning

• • Unsupervised Learning

What is a major challenge AI systems face in language acquisition?

• • Difficulty in understanding the cultural context of language.

• • Inability to perform basic grammar translation.

• • Lack of vocabulary expansion techniques.

Which application uses AI to provide real-time feedback on language learners' performance?

• • Machine Translation

• • Direct Method Applications

• • Adaptive Feedback and Assessment Systems