Textual Entailment Recognition

What is Textual Entailment?

ENTAILMENT: Hypothesis is TRUE given the premise
CONTRADICTION: Hypothesis CONTRADICTS the premise
NEUTRAL: Hypothesis is UNRELATED to the premise

📝 Premise (the given statement)

🔍 Hypothesis (the statement to verify)

🤖 Select Model

Rule-Based

Fast, ~40% accuracy

Embedding

Balanced, ~58% accuracy

Transformer

Best, ~88% accuracy

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🧠 Textual Entailment Recognition

What is Textual Entailment?

Results

📚 Try These Examples