Temporal Tagging
4 papers with code • 8 benchmarks • 8 datasets
Identification of the extent of a temporal expression (timex) in a text. The temporal expressions can be explicit (e.g. "October, 27 ") or implicit (e.g. "last month").
Other names: Timex Extraction; Timex Identification; Timex Detection
Benchmarks
These leaderboards are used to track progress in Temporal Tagging
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Datasets
TempEval-3
Most implemented papers
Hengam: An Adversarially Trained Transformer for Persian Temporal Tagging
kargaranamir/hengam
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Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing 2022
We create Hengam in the following concrete steps: (1) we develop HengamTagger, an extensible rule-based tool that can extract temporal expressions from a set of diverse language-specific patterns for any language of interest.
GATE-Time: Extraction of Temporal Expressions and Events
GATE is a widely used open-source solution for text processing with a large user community.
BERT got a Date: Introducing Transformers to Temporal Tagging
satya77/Transformer_Temporal_Tagger
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By supplementing training resources with weakly labeled data from rule-based systems, our model surpasses previous works in temporal tagging and type classification, especially on rare classes.
tieval: An Evaluation Framework for Temporal Information Extraction Systems
All in all, these problems have limited the fair comparison between approaches and consequently, the development of temporal extraction systems.
