ManTIME

ManTIME is an open-source machine learning pipeline for the extraction of temporal expressions from general domain texts.

Demo

This demo is using the model trained on human-annotated data (gold only) and today's date as utterance.
Please, do not type more than one sentence. I do not integrate a sentence splitter yet, performance could be bad.

Lack of creativity? Use these:

"For nearly forty years, the United States has said categorically it would not tolerate totalitarian rule in its own backyard."
"I checked my diet 3 days ago. For 3 years I have been regular: I eat every day, never during the afternoon."

Download

Source code

ManTIME source code is hosted by GitHub.

Related publications

Temporal expression extraction with extensive feature type selection and a posteriori label adjustment
M. Filannino, G. Nenadic
Data & Knowledge Engineering, ELSEVIER (2015)
paper, review, demo, project page, source code.

ManTIME: Temporal expression identification and normalization in TempEval-3 challenge
M. Filannino, G. Brown, G. Nenadic
Proceedings of the 7th International Workshop on Semantic Evaluation (SemEval 2013)
paper, poster, reviews, bibtex, demo, project page, source code.

Temporal expression normalisation in natural language texts
M. Filannino
CoRR, abs/1206.2010, 2012