Timex normalization
5 papers with code • 2 benchmarks • 3 datasets
Temporal expression normalisation is the grounding of a lexicalisation of a time to a calendar date or other formal temporal representation.
Example:
10/18/2000 21:01:00.65 Dozens of Palestinians were wounded in scattered clashes in the West Bank and Gaza Strip, Wednesday, despite the Sharm el-Sheikh truce accord.
Chuck Rich reports on entertainment every Saturday
Description from NLP Progress
Most implemented papers
TIMEN: An Open Temporal Expression Normalisation Resource
In this paper, we present TIMEN, a community-driven tool for temporal expression normalisation.
From Characters to Time Intervals: New Paradigms for Evaluation and Neural Parsing of Time Normalizations
This paper presents the first model for time normalization trained on the SCATE corpus.
Dataset and Baseline System for Multi-lingual Extraction and Normalization of Temporal and Numerical Expressions
Temporal and numerical expression understanding is of great importance in many downstream Natural Language Processing (NLP) and Information Retrieval (IR) tasks.
A Modular Approach for Multilingual Timex Detection and Normalization using Deep Learning and Grammar-based methods
Detecting and normalizing temporal expressions is an essential step for many NLP tasks.