Table 2 Overview of The Dataset Features, Types, and Categories.
From: A Benchmark Arabic Dataset for Arabic Question Classification using AAFAQ Framework
Strength | Feature 1 | Feature 2 | Correlation | Interpretation |
|---|---|---|---|---|
Strong | QuestionParticle | QuestionParticleType | 1.00 | Perfectly associated, which is expected, because QuestionParticleType is likely derived directly from QuestionParticle. |
Strong | QuestionParticle | Intent | 0.82 | Question particles are strongly indicative of the intent behind the question. |
Strong | QuestionParticle | AnswerType | 0.78 | The question particle has a strong role in determining the expected answer type. |
Strong | QuestionParticle | List | 0.70 | Certain question particles are heavily associated with whether the answer is in a list form. |
Strong | Subjectivity | PurposeContext | 0.74 | The subjective or objective nature of the question is highly related to its purpose. |
Strong | Intent | Subjectivity | 0.66 | The intent influences whether a question is subjective or objective. |
Moderate | QuestionType | PurposeContext | 0.61 | Different question types tend to serve different purposes. |
Moderate | QuestionType | Subjectivity | 0.52 | Certain question types tend to be more subjective or objective. |
Moderate | Intent | QuestionType | 0.57 | The question type is moderately dependent on the intent. |
Moderate | QuestionType | AnswerType | 0.57 | The answer type is moderately determined by the type of the question. |
Moderate | QuestionParticle | CognitiveLevel | 0.76 | Some particles might lead to cognitively harder or easier questions. |
Moderate | CognitiveLevel | Intent | 0.54 | Higher cognitive levels are related to certain question intents. |
Moderate | Subjectivity | CognitiveLevel | 0.48 | Harder questions may tend to be more or less subjective. |
Moderate | Subjectivity | ComplexityLevel | 0.44 | Complexity contributes to subjectivity. |
Moderate | ComplexityLevel | CognitiveLevel | 0.34 | Complexity and cognitive level are related but not strongly. |
Moderate | PurposeContext | CognitiveLevel | 0.49 | The purpose affects the cognitive level of the question. |
Weak | Subjectivity | ComplexityLevel | 0.44 | — |
Weak | TemporalContext | Subjectivity | 0.31 | — |
Weak | PurposeContext | AnswerType | 0.25 | — |
Weak | ComplexityLevel | Intent | 0.32 | — |
