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This code reproduces results in Tensor Decompositions for Temporal Knowledge Base Completion (ICLR 2020).
Create a conda environment with pytorch and scikit-learn :
Then install the kbc package to this environment
To download the datasets, go to the tkbc/scripts folder and run:
Once the datasets are downloaded, add them to the package data folder by running :
In order to reproduce the results on the smaller datasets in the paper, run the following commands
tkbc is CC-BY-NC licensed, as found in the LICENSE file.
Temporal Knowledge Base Completion: New Algorithms and Evaluation Protocols. This project contains Pytorch implementation of Temporal Knowledge Base Completion (TKBC) models [1]. The code has been developed at Indian Institute of Technology, Delhi (IIT Delhi).
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2 days ago · Our work considers predicting missing entities (link prediction) and missing time intervals (time prediction) as joint Temporal Knowledge Base Completion (TKBC) tasks, and presents TIMEPLEX, a novel TKBC method, in which entities, relations and, time are all embedded in a uniform, compatible space.
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Is time-agnostic KB completion a joint TKBC task?
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