LogicAttack: Adversarial Attacks for Evaluating Logical Consistency of Natural Language Inference

Mathematics

• Natural Language 100%
• Attack 80%
• Vulnerability 35%
• Model 21%
• Logic 20%
• Evaluation 19%
• Dilemma 18%
• High Performance 17%
• Inference Rules 16%
• Leverage 16%
• Inconsistency 15%
• Propositional Logic 14%
• Training 13%
• Reasoning 12%
• Decrease 11%
• Heuristics 11%
• Target 11%
• Range of data 8%
• Demonstrate 7%
• Performance 7%
• Form 5%

Arts & Humanities

• Natural Language 75%
• Inference 65%
• Logic 45%
• Vulnerability 25%
• Modus Tollens 19%
• Language Model 18%
• Inference Rules 17%
• Logical Form 16%
• Propositional Logic 15%
• Evaluation 14%
• Inconsistency 12%
• Heuristics 10%
• Artifact 10%
• Performance 10%

Social Sciences

• logic 43%
• vulnerability 21%
• heuristics 12%
• performance 12%
• artifact 11%
• data analysis 10%
• evaluation 5%