Artificial Intelligence Unit 5 – Applications: important questions for AKTU
Unit 5 (Applications) questions that AKTU repeats most often. This unit carries about 27 marks per paper. Start with the repeated questions, then the most asked topics.
Most repeated Unit 5 questions
- Describe the role of information retrieval systems in modern AI applications. (7 marks, 2026, Information Retrieval Extraction) – also asked in 2023, 2025
- Explain how tokenization impacts natural language processing tasks. (7 marks, 2025, Natural Language Processing) – also asked in 2023, 2026
- Discuss the process and significance of information retrieval in AI. (7 marks, 2025, Information Retrieval Extraction) – also asked in 2022, 2026
Most important Unit 5 topic
- Natural Language Processing (Unit 5: Applications) – asked 6 times in 2023, 2024, 2025, 2026
Most asked Unit 5 topics
- Natural Language Processing – asked 6 times
- AI Applications – asked 4 times
- Information Retrieval Extraction – asked 4 times
More Unit 5 previous year questions
- Explain the concept of speech recognition. (2 marks, 2026, Natural Language Processing)
- Explain planning algorithms in AI, such as STRIPS and hierarchical task networks. (7 marks, 2026, Robotics)
- Analyze the speech recognition techniques including acoustic modeling and language modeling. (7 marks, 2026, Natural Language Processing)
- Explain the concept of machine translation. (2 marks, 2025, Natural Language Processing)
- Explain the role of AI in enhancing decision-making processes in business applications. (7 marks, 2025, AI Applications)
Unit 5 syllabus topics
- AI Applications
- Language Models
- Information Retrieval Extraction
- Natural Language Processing
- Robotics