Prompt Engineering

8.

Task-Specific Applications

8.1.

Information Extraction Tasks

8.1.1.

Named Entity Recognition

8.1.2.

Relationship Extraction

8.1.3.

Attribute Extraction

8.1.4.

Event Extraction

8.1.5.

Structured Data Generation

8.2.

Text Summarization Applications

8.2.1.

Abstractive Summarization Techniques

8.2.2.

Extractive Summarization Methods

8.2.3.

Length Control Strategies

8.2.4.

Style Adaptation Approaches

8.2.5.

Multi-Document Summarization

8.2.6.

Domain-Specific Summarization

8.3.

Question Answering Systems

8.3.1.

Open-Domain QA Approaches

8.3.2.

Closed-Domain QA Techniques

8.3.3.

Factual Question Handling

8.3.4.

Opinion-Based Question Processing

8.3.5.

Unanswerable Query Management

8.3.6.

Multi-Hop Reasoning Questions

8.4.

Text Classification Tasks

8.4.1.

Sentiment Analysis Implementation

8.4.2.

Topic Classification Methods

8.4.3.

Intent Recognition Techniques

8.4.4.

Emotion Detection Approaches

8.4.5.

Spam Detection Applications

8.4.6.

Content Moderation Tasks

8.5.

Code Generation and Programming

8.5.1.

Programming Language Specification

8.5.2.

Library and Framework Integration

8.5.3.

Logic Description Techniques

8.5.4.

Functionality Requirement Definition

8.5.5.

Code Explanation Generation

8.5.6.

Debugging Assistance Methods

8.5.7.

Code Review and Optimization

8.6.

Creative Content Generation

8.6.1.

Story and Narrative Writing

8.6.2.

Poetry and Creative Writing

8.6.3.

Marketing Copy Creation

8.6.4.

Email Composition Techniques

8.6.5.

Social Media Content Generation

8.6.6.

Technical Writing Assistance

8.7.

Reasoning and Problem Solving

8.7.1.

Mathematical Problem Solving

8.7.2.

Logical Puzzle Resolution

8.7.3.

Analytical Reasoning Tasks

8.7.4.

Causal Reasoning Applications

8.7.5.

Comparative Analysis Methods

8.7.6.

Decision Making Support

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9. Security and Safety Considerations