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3 months ago

Chrono at SemEval-2018 Task 6: A System for Normalizing Temporal Expressions

{Luke Maffey Nicholas Morgan Bridget McInnes Amy Olex}

Chrono at SemEval-2018 Task 6: A System for Normalizing Temporal Expressions

Abstract

Temporal information extraction is a challenging task. Here we describe Chrono, a hybrid rule-based and machine learning system that identifies temporal expressions in text and normalizes them into the SCATE schema. After minor parsing logic adjustments, Chrono has emerged as the top performing system for SemEval 2018 Task 6: Parsing Time Normalizations.

Benchmarks

BenchmarkMethodologyMetrics
timex-normalization-on-pntChrono
F1-Score: 0.70

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Chrono at SemEval-2018 Task 6: A System for Normalizing Temporal Expressions | Papers | HyperAI