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MonaLog: a Lightweight System for Natural Language Inference Based on Monotonicity
[article]
2019
arXiv
pre-print
We present a new logic-based inference engine for natural language inference (NLI) called MonaLog, which is based on natural logic and the monotonicity calculus. In contrast to existing logic-based approaches, our system is intentionally designed to be as lightweight as possible, and operates using a small set of well-known (surface-level) monotonicity facts about quantifiers, lexical items and tokenlevel polarity information. Despite its simplicity, we find our approach to be competitive with
arXiv:1910.08772v1
fatcat:kelkmh3ymfbwbbffrnzbn5lmqu